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final_weights
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final_weights
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cell_params_lif = {'cm' : 0.25, # nF #capacitance of LIF neuron in nF
'i_offset' : 0.0, #A base input current to add each timestep.(What current??)
'tau_m' : 10.0, #The time-constant of the RC circuit, in ms
'tau_refrac': 1.0, #The refractory period in ms
'tau_syn_E' : 5.0, #The excitatory input current decay time-constant
'tau_syn_I' : 5.0, #The inhibitory input current decay time-constant
'v_reset' : -70.0, #The voltage to set the neuron at immediately after a spike
'v_rest' : -65.0, #The ambient rest voltage of the neuron
'v_thresh' : -50.0 #The threshold voltage at which the neuron will spike.
800,175,100,55
t_rule = p.SpikePairRule (tau_plus=20, tau_minus=20) #The 2 parameters of this class identify the exponential decay rate of the STDP function(Curve)
w_rule = p.AdditiveWeightDependence (w_min=0.0, w_max=weight_to_spike, A_plus=0.02, A_minus=0.02)
same neuron as above
Result:final synaptic weight: [1.0, 1.0, 0.640625, 0.66796875, 0.1015625, 0.69921875, 0.93359375, 0.80859375, 0.39453125, 0.80859375, 0.84765625, 0.80859375, 0.6328125, 0.4765625, 1.0, 0.5703125, 1.0, 0.8984375, 1.0, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 0.765625, 1.0, 0.8984375, 1.0, 1.0, 0.6875, 0.625, 1.0, 1.0, 1.0, 0.26953125, 1.0, 0.80859375, 0.09765625, 0.24609375, 0.80859375, 1.0, 1.0, 0.8671875, 1.0, 0.80859375, 0.85546875, 1.0, 1.0, 0.73828125, 0.88671875, 1.0, 0.2734375, 1.0, 0.80078125, 1.0, 0.9609375, 0.58984375, 0.28515625, 1.0, 1.0, 0.60546875, 0.5078125, 1.0, 1.0, 1.0, 0.91015625, 1.0, 0.66796875, 0.71875, 1.0, 0.9140625, 0.5546875, 0.81640625, 0.81640625, 0.7734375, 0.80859375, 1.0, 0.75, 1.0, 1.0, 1.0, 0.40625, 1.0, 0.87109375, 0.12109375, 0.5703125, 0.046875, 0.80078125, 0.91015625, 0.71875, 0.44140625, 0.265625, 0.49609375, 0.81640625, 0.80859375, 0.734375, 0.734375, 1.0, 0.9921875, 0.41015625, 0.80859375, 0.81640625, 0.4765625, 0.2890625, 1.0, 0.72265625, 1.0, 1.0, 0.60546875, 0.61328125, 0.7109375, 0.33984375, 0.7421875, 0.9375, 0.31640625, 0.8359375, 0.81640625, 0.7421875, 0.71484375, 1.0, 0.88671875, 0.59375, 1.0, 0.73828125, 0.3828125, 0.5859375, 1.0, 0.765625, 0.4140625, 1.0, 0.6875, 0.14453125, 0.4609375, 0.80859375, 1.0, 0.80859375, 0.0, 1.0, 1.0, 0.38671875, 0.32421875, 1.0, 0.44140625, 0.99609375, 0.81640625, 0.66015625, 1.0, 0.578125, 0.9296875, 1.0, 0.8515625, 0.23828125, 1.0, 0.8671875, 1.0, 0.81640625, 1.0, 0.8984375, 0.50390625, 0.76171875, 0.71484375, 0.73828125, 0.56640625, 0.80859375, 1.0, 0.4453125, 0.8125, 1.0, 0.81640625, 1.0, 1.0, 1.0, 0.34375, 0.50390625, 0.640625, 0.80859375, 0.859375, 1.0, 1.0, 0.59765625, 1.0, 0.66796875, 1.0, 0.80859375, 0.81640625, 1.0, 0.64453125, 0.8828125, 0.828125, 1.0, 0.67578125, 0.84375, 0.5625, 1.0, 1.0, 0.671875, 0.52734375, 0.96875, 0.81640625, 0.11328125, 1.0, 1.0, 0.83984375, 1.0, 0.6875, 1.0, 0.80859375, 0.9140625, 1.0, 0.34765625, 0.5625, 0.73046875, 1.0, 0.73828125, 0.72265625, 0.4296875, 1.0, 0.5234375, 0.0078125, 0.04296875, 0.37109375, 0.50390625, 1.0, 0.71875, 1.0, 0.875, 1.0, 0.32421875, 1.0, 0.25390625, 0.69140625, 0.36328125, 0.38671875, 0.3203125, 1.0, 0.0, 0.62890625, 0.9765625, 0.76953125, 0.6171875, 1.0, 0.65625, 1.0, 0.59765625, 0.78515625, 0.171875, 1.0, 0.98828125, 1.0, 0.875, 1.0, 1.0, 0.70703125, 0.0, 0.578125, 0.7734375, 0.640625, 0.0, 1.0, 0.80859375, 0.83203125, 1.0, 1.0, 0.81640625, 1.0, 0.984375, 0.82421875, 0.84765625, 0.6484375, 0.828125, 0.80859375, 1.0, 1.0, 1.0, 0.63671875, 0.94921875, 0.62890625, 0.7890625, 1.0, 0.51171875, 0.90234375, 0.86328125, 1.0, 1.0, 1.0, 0.63671875, 1.0, 1.0, 0.16015625, 0.09765625, 1.0, 1.0, 0.421875, 1.0, 1.0, 1.0, 0.47265625, 0.671875, 0.7421875, 1.0, 0.12109375, 0.80859375, 0.984375, 0.62890625, 1.0, 0.6640625, 0.9609375, 0.71875, 0.81640625, 0.52734375, 0.75390625, 1.0, 0.76171875, 1.0, 1.0, 1.0, 0.4765625, 1.0, 0.63671875, 0.98046875, 0.3203125, 1.0, 1.0, 0.421875, 0.17578125, 0.61328125, 0.59765625, 0.60546875, 0.546875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9765625, 0.50390625, 1.0, 0.4765625, 1.0, 0.78125, 0.203125, 0.81640625, 0.1328125, 1.0, 1.0, 1.0, 0.75390625, 0.0, 1.0, 1.0, 0.51171875, 0.52734375, 0.80859375, 1.0, 0.84765625, 1.0, 0.421875, 0.71484375, 0.46875, 0.80859375, 1.0, 0.23046875, 1.0, 1.0, 0.046875, 1.0, 0.85546875, 0.50390625, 0.89453125, 1.0, 1.0, 1.0, 1.0, 0.33203125, 0.671875, 1.0, 0.69921875, 0.71875, 0.4921875, 0.0, 1.0, 0.81640625, 1.0, 1.0, 1.0, 0.984375, 1.0, 0.75, 0.23828125, 1.0, 0.21484375, 0.4609375, 1.0, 1.0, 0.78125, 0.80859375, 0.81640625, 1.0, 0.8984375, 1.0, 0.0859375, 1.0, 0.453125, 0.7578125, 0.46484375, 0.3828125, 0.78125, 1.0, 0.71875, 0.7734375, 0.375, 0.8203125, 1.0, 1.0, 0.80859375, 0.81640625, 0.33203125, 0.625, 0.37109375, 1.0, 0.80859375, 0.81640625, 0.62890625, 0.51171875, 0.85546875, 0.109375, 0.7578125, 0.81640625, 0.796875, 0.71875, 0.86328125, 0.359375, 0.57421875, 1.0, 0.62890625, 1.0, 0.15234375, 0.3984375, 0.8984375, 0.9375, 0.80859375, 1.0, 1.0, 0.54296875, 1.0, 1.0, 0.17578125, 1.0, 0.33984375, 0.67578125, 0.80859375, 0.7421875, 0.48046875, 1.0, 0.671875, 1.0, 0.68359375, 0.4921875, 0.0, 1.0, 0.9609375, 1.0, 0.99609375, 0.71484375, 0.8984375, 0.9140625, 0.95703125, 1.0, 0.5390625, 1.0, 1.0, 0.6015625, 0.79296875, 0.1484375, 0.7421875, 0.7109375, 0.53125, 0.51171875, 1.0, 0.53125, 0.75, 0.81640625, 0.5078125, 0.546875, 0.98828125, 0.21484375, 0.125, 0.296875, 1.0, 1.0, 1.0, 0.58984375, 1.0, 0.0625, 0.77734375, 1.0, 0.953125, 1.0, 0.734375, 0.2578125, 0.6328125, 0.0, 1.0, 0.046875, 0.54296875, 0.91796875, 0.42578125, 0.74609375, 0.80859375, 1.0, 1.0, 1.0, 0.58984375, 0.71484375, 0.7421875, 0.95703125, 0.84375, 1.0, 0.8515625, 1.0, 1.0, 1.0, 0.36328125, 0.7734375, 1.0, 1.0, 0.80859375, 0.68359375, 1.0, 0.69921875, 0.890625, 0.3828125, 0.90625, 1.0, 1.0, 0.66015625, 1.0, 0.859375, 1.0, 1.0, 0.71484375, 1.0, 0.453125, 1.0, 1.0, 0.59765625, 0.80859375, 0.21875, 0.7421875, 0.6484375, 0.74609375, 0.7734375, 0.75, 0.40234375, 1.0, 1.0, 0.8125, 0.53515625, 0.71484375, 0.80859375, 1.0, 0.69140625, 0.55078125, 0.83203125, 1.0, 0.80859375, 1.0, 0.5546875, 1.0, 0.81640625, 1.0, 0.69140625, 1.0, 0.80859375, 0.41796875, 1.0, 1.0, 0.65625, 0.47265625, 1.0, 0.9296875, 1.0, 1.0, 1.0, 0.81640625, 0.6015625, 0.62109375, 0.640625, 0.45703125, 1.0, 0.75, 0.73828125, 1.0, 1.0, 0.8125, 0.4453125, 0.74609375, 0.53125, 0.34765625, 0.6171875, 1.0, 0.22265625, 0.96875, 0.5078125, 0.44140625, 0.85546875, 0.484375, 0.79296875, 0.71484375, 1.0, 1.0, 0.80859375, 0.69921875, 0.73828125, 0.18359375, 0.81640625, 0.81640625, 1.0, 1.0, 0.8046875, 0.23046875, 0.85546875, 0.80859375, 0.2578125, 0.80859375, 1.0, 0.73046875, 1.0, 1.0, 0.7578125, 0.80859375, 0.9921875, 0.8359375, 1.0, 1.0, 0.80859375, 1.0, 0.6875, 1.0, 0.88671875, 1.0, 0.21484375, 0.30859375, 1.0, 1.0, 0.70703125, 1.0, 0.83203125, 1.0, 0.40234375, 1.0, 0.10546875, 1.0, 1.0, 1.0, 0.71875, 1.0, 0.51171875, 0.6484375, 0.46484375, 0.8984375, 0.703125, 1.0, 0.796875, 1.0, 1.0, 1.0, 1.0, 0.015625, 0.76171875, 0.7109375, 0.74609375, 0.73828125, 0.76953125, 1.0, 0.734375, 0.91796875, 0.78125, 1.0, 0.9765625, 1.0, 1.0, 1.0, 0.45703125, 1.0, 1.0, 1.0, 0.62890625, 1.0, 1.0, 1.0, 1.0, 0.27734375, 1.0, 0.8359375, 0.7734375, 0.390625, 0.69921875, 0.98828125, 0.0390625, 1.0, 0.765625, 0.80859375, 0.91015625, 0.6796875, 0.671875, 0.81640625, 0.96484375, 0.81640625, 0.62890625, 0.74609375, 0.71484375, 0.61328125, 0.66015625, 0.6171875, 0.453125, 0.27734375, 0.0703125, 0.81640625, 1.0, 1.0, 1.0, 0.86328125, 0.578125, 0.57421875, 0.9765625, 1.0, 0.31640625, 1.0, 0.5234375, 0.80859375, 0.60546875, 0.91796875, 0.9765625, 1.0, 1.0, 0.2734375, 1.0, 0.4375, 1.0, 1.0, 0.80859375, 0.12109375, 1.0, 1.0, 0.73046875, 1.0, 0.5390625, 1.0, 1.0, 1.0, 0.5078125, 0.80859375, 0.81640625, 0.6640625, 0.28125, 0.78125, 0.55859375, 0.43359375, 0.15625, 0.91796875, 0.5546875, 1.0, 0.546875, 0.3046875, 1.0, 0.6171875, 1.0, 0.984375, 0.765625, 0.640625, 0.66015625, 1.0, 0.78125, 0.91015625, 0.70703125, 0.80859375, 1.0, 0.26953125, 0.69921875, 0.69921875, 0.4453125, 0.20703125, 1.0, 0.80859375, 0.15625, 0.40234375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.3828125, 0.7109375, 0.84375, 1.0, 1.0, 0.81640625]
greater than 0.5: 664
less than 0.01: 9
2)
all other params same as above.
800,170,100,55
Result:
final synaptic weight: [1.0, 0.6953125, 1.0, 0.8046875, 0.6953125, 1.0, 0.77734375, 1.0, 0.90625, 0.99609375, 1.0, 1.0, 1.0, 0.984375, 1.0, 0.546875, 1.0, 0.91015625, 1.0, 1.0, 0.76171875, 1.0, 1.0, 1.0, 0.8359375, 1.0, 0.78515625, 1.0, 1.0, 0.87890625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.69921875, 0.7890625, 1.0, 1.0, 0.734375, 0.76171875, 1.0, 1.0, 0.85546875, 1.0, 1.0, 0.9296875, 0.76953125, 1.0, 1.0, 0.7734375, 0.71875, 1.0, 1.0, 0.85546875, 0.89453125, 0.98828125, 1.0, 0.95703125, 0.953125, 0.8203125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7265625, 1.0, 0.87890625, 0.82421875, 1.0, 1.0, 0.7265625, 1.0, 1.0, 0.7734375, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 0.64453125, 1.0, 0.81640625, 0.53125, 0.5859375, 1.0, 1.0, 1.0, 1.0, 0.80078125, 1.0, 1.0, 1.0, 0.9921875, 1.0, 0.90234375, 1.0, 1.0, 0.88671875, 0.7734375, 1.0, 0.73046875, 1.0, 1.0, 0.921875, 1.0, 0.796875, 0.296875, 0.80078125, 0.859375, 0.79296875, 0.28515625, 1.0, 0.796875, 1.0, 1.0, 1.0, 0.80078125, 0.98046875, 0.703125, 0.875, 0.85546875, 0.94921875, 0.71875, 0.78515625, 1.0, 1.0, 1.0, 0.96484375, 0.7578125, 1.0, 0.82421875, 1.0, 1.0, 1.0, 0.9140625, 0.8671875, 0.8984375, 0.87109375, 1.0, 1.0, 1.0, 0.82421875, 1.0, 1.0, 1.0, 1.0, 0.89453125, 1.0, 1.0, 1.0, 0.7734375, 1.0, 0.71484375, 0.95703125, 1.0, 1.0, 1.0, 0.50390625, 1.0, 1.0, 0.64453125, 1.0, 0.8515625, 1.0, 0.6953125, 0.734375, 1.0, 1.0, 0.66796875, 0.8984375, 0.96484375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6796875, 1.0, 0.91796875, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.86328125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6796875, 0.7890625, 0.5703125, 0.55078125, 1.0, 0.546875, 0.69921875, 1.0, 1.0, 1.0, 0.5859375, 0.828125, 0.83984375, 1.0, 1.0, 0.51171875, 0.890625, 0.94921875, 1.0, 1.0, 1.0, 0.3984375, 1.0, 0.78515625, 1.0, 1.0, 1.0, 0.7890625, 0.96484375, 0.74609375, 0.6953125, 0.7890625, 0.6953125, 0.53125, 0.37890625, 0.796875, 1.0, 1.0, 1.0, 0.29296875, 0.97265625, 0.8828125, 1.0, 0.921875, 0.8125, 0.8046875, 1.0, 1.0, 0.98046875, 0.91015625, 0.73046875, 0.51171875, 1.0, 1.0, 0.734375, 0.79296875, 0.828125, 0.80859375, 1.0, 0.953125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.66796875, 0.69140625, 0.48828125, 0.88671875, 0.53515625, 1.0, 1.0, 0.6171875, 1.0, 1.0, 0.953125, 0.66796875, 0.703125, 1.0, 0.94140625, 0.82421875, 0.828125, 1.0, 1.0, 0.98046875, 1.0, 0.765625, 1.0, 1.0, 0.76171875, 1.0, 1.0, 0.6875, 1.0, 0.78125, 1.0, 0.8671875, 0.89453125, 0.765625, 1.0, 0.72265625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.78515625, 0.8125, 0.90625, 1.0, 1.0, 0.7265625, 0.734375, 1.0, 0.78125, 1.0, 1.0, 0.94921875, 1.0, 1.0, 1.0, 0.8359375, 1.0, 1.0, 0.640625, 1.0, 1.0, 1.0, 1.0, 0.68359375, 1.0, 1.0, 1.0, 1.0, 0.91015625, 1.0, 0.56640625, 1.0, 0.8359375, 1.0, 1.0, 1.0, 0.76953125, 1.0, 1.0, 0.8203125, 1.0, 1.0, 1.0, 0.734375, 1.0, 0.68359375, 0.73046875, 0.98046875, 1.0, 1.0, 0.74609375, 0.390625, 1.0, 1.0, 1.0, 1.0, 0.89453125, 0.59375, 1.0, 1.0, 1.0, 1.0, 0.859375, 0.87890625, 1.0, 1.0, 1.0, 1.0, 0.625, 0.80859375, 1.0, 1.0, 0.75, 0.41015625, 0.828125, 1.0, 1.0, 0.71875, 1.0, 0.5546875, 1.0, 0.53125, 1.0, 0.609375, 1.0, 1.0, 1.0, 0.75390625, 1.0, 0.79296875, 1.0, 1.0, 1.0, 1.0, 0.97265625, 0.74609375, 0.1875, 1.0, 1.0, 0.97265625, 1.0, 1.0, 0.78125, 1.0, 1.0, 0.9140625, 0.74609375, 0.80078125, 0.80859375, 1.0, 0.90625, 0.9765625, 0.8125, 0.66796875, 0.89453125, 1.0, 0.703125, 0.89453125, 0.9921875, 1.0, 0.58203125, 1.0, 0.71484375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.85546875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.91796875, 1.0, 0.78515625, 1.0, 0.953125, 0.234375, 0.80859375, 0.5859375, 0.65234375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.984375, 0.8671875, 0.375, 0.71875, 1.0, 0.62890625, 1.0, 1.0, 1.0, 1.0, 0.6953125, 1.0, 0.9140625, 1.0, 1.0, 0.85546875, 0.74609375, 0.78125, 0.99609375, 0.85546875, 1.0, 0.8515625, 1.0, 1.0, 0.94140625, 1.0, 1.0, 1.0, 0.65234375, 1.0, 1.0, 1.0, 0.9765625, 1.0, 1.0, 1.0, 0.796875, 0.7890625, 0.9296875, 0.71484375, 0.796875, 1.0, 1.0, 1.0, 0.7421875, 0.8125, 0.84375, 1.0, 0.6953125, 1.0, 1.0, 0.6171875, 0.92578125, 0.7421875, 1.0, 0.9453125, 0.78125, 0.6875, 0.703125, 1.0, 0.9453125, 1.0, 1.0, 0.7109375, 0.69921875, 1.0, 1.0, 1.0, 1.0, 0.390625, 1.0, 1.0, 0.671875, 0.48828125, 1.0, 1.0, 0.75390625, 0.69921875, 0.87890625, 1.0, 1.0, 0.765625, 1.0, 1.0, 0.8046875, 0.7890625, 0.79296875, 1.0, 1.0, 0.703125, 1.0, 0.71875, 1.0, 1.0, 1.0, 0.9453125, 1.0, 1.0, 0.671875, 0.73046875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6953125, 1.0, 0.765625, 1.0, 0.76953125, 0.7734375, 0.8203125, 0.88671875, 1.0, 0.703125, 1.0, 0.86328125, 0.9375, 1.0, 0.87890625, 1.0, 1.0, 1.0, 0.71875, 1.0, 0.71484375, 1.0, 0.5625, 0.75390625, 0.69140625, 1.0, 0.80078125, 0.6953125, 0.9140625, 0.7421875, 0.9609375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7734375, 0.75, 1.0, 1.0, 1.0, 0.80078125, 1.0, 0.78515625, 1.0, 1.0, 1.0, 0.72265625, 0.7265625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.484375, 0.93359375, 0.875, 1.0, 1.0, 0.73046875, 0.7890625, 0.77734375, 1.0, 1.0, 1.0, 0.93359375, 0.7265625, 1.0, 0.84765625, 1.0, 0.91796875, 0.93359375, 0.6015625, 0.76171875, 1.0, 0.61328125, 0.32421875, 0.80859375, 1.0, 1.0, 0.81640625, 0.94140625, 0.99609375, 1.0, 1.0, 0.72265625, 0.91796875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.4140625, 0.78125, 0.78515625, 1.0, 0.66015625, 0.7109375, 0.9921875, 0.71875, 1.0, 1.0, 0.57421875, 1.0, 1.0, 1.0, 0.6875, 1.0, 0.94140625, 1.0, 0.87109375, 0.9765625, 1.0, 0.95703125, 0.4296875, 0.55859375, 0.765625, 0.76171875, 1.0, 1.0, 0.03125, 0.90234375, 1.0, 0.421875, 0.2265625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5703125, 0.80078125, 1.0, 1.0, 0.2578125, 0.359375, 0.3203125, 1.0, 1.0, 1.0, 0.46484375, 1.0, 1.0, 1.0, 0.8828125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.94140625, 1.0, 1.0, 1.0, 1.0, 0.7734375, 1.0, 0.3046875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6796875, 0.890625, 0.76171875, 1.0, 0.9296875, 1.0, 1.0, 1.0, 0.703125, 0.82421875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8984375, 1.0, 1.0, 1.0, 0.99609375, 1.0, 1.0, 0.69921875, 0.7265625, 0.7734375, 0.97265625, 1.0, 0.8203125, 1.0, 0.65625, 1.0, 1.0, 1.0, 0.70703125, 1.0, 1.0, 0.796875, 1.0, 1.0, 1.0, 1.0, 1.0]
greater than 0.5: 775
less than 0.01: 0
3)
800, 150, 100, 55
all other params same as above.
Result:
final synaptic weight: [0.66015625, 1.0, 1.0, 0.80078125, 0.14453125, 0.6796875, 0.8046875, 1.0, 0.91796875, 1.0, 0.10546875, 0.04296875, 1.0, 0.96875, 0.62109375, 0.54296875, 1.0, 1.0, 1.0, 0.53125, 0.734375, 1.0, 1.0, 1.0, 0.796875, 1.0, 1.0, 1.0, 0.890625, 0.80859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.80078125, 1.0, 0.75, 0.7265625, 0.734375, 1.0, 1.0, 0.83984375, 1.0, 1.0, 0.38671875, 0.83203125, 1.0, 1.0, 0.76171875, 0.7265625, 0.7421875, 0.7265625, 0.859375, 0.90625, 0.97265625, 1.0, 0.97265625, 0.9375, 0.83203125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.390625, 1.0, 0.87109375, 0.84765625, 1.0, 1.0, 0.71875, 1.0, 1.0, 0.62890625, 1.0, 0.46484375, 0.91796875, 0.80859375, 0.9609375, 1.0, 0.77734375, 1.0, 0.80078125, 0.6171875, 0.60546875, 1.0, 1.0, 0.99609375, 1.0, 0.828125, 1.0, 1.0, 1.0, 1.0, 0.9609375, 0.87109375, 1.0, 1.0, 0.890625, 0.70703125, 1.0, 0.72265625, 1.0, 1.0, 0.87109375, 1.0, 0.734375, 1.0, 0.8203125, 0.8671875, 0.84375, 1.0, 1.0, 0.7890625, 1.0, 1.0, 1.0, 0.6640625, 0.953125, 1.0, 0.7734375, 0.890625, 0.9375, 0.6328125, 0.8046875, 1.0, 0.80859375, 0.6015625, 0.41796875, 1.0, 1.0, 1.0, 0.71484375, 1.0, 1.0, 0.98828125, 0.828125, 0.875, 0.58984375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9609375, 1.0, 0.859375, 1.0, 1.0, 1.0, 0.7890625, 1.0, 0.7109375, 0.99609375, 1.0, 1.0, 1.0, 0.89453125, 1.0, 0.890625, 0.87109375, 0.9609375, 1.0, 1.0, 1.0, 0.73828125, 1.0, 1.0, 0.62109375, 0.91015625, 1.0, 1.0, 1.0, 1.0, 0.25390625, 0.8984375, 1.0, 0.8984375, 0.9453125, 0.921875, 0.6875, 1.0, 0.96484375, 0.75, 1.0, 0.6484375, 1.0, 0.984375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.703125, 0.48046875, 1.0, 0.515625, 1.0, 0.52734375, 0.62109375, 1.0, 1.0, 0.234375, 0.70703125, 0.78515625, 0.92578125, 0.9921875, 0.49609375, 0.671875, 1.0, 0.765625, 1.0, 1.0, 1.0, 0.515625, 0.95703125, 0.87890625, 0.984375, 1.0, 1.0, 0.984375, 1.0, 0.8203125, 1.0, 0.59375, 1.0, 0.66015625, 0.61328125, 0.75, 1.0, 1.0, 0.46875, 1.0, 0.94140625, 0.6796875, 1.0, 0.84765625, 0.734375, 0.72265625, 1.0, 0.6875, 1.0, 0.734375, 0.7265625, 0.984375, 0.69921875, 1.0, 0.5390625, 0.8203125, 0.828125, 0.9921875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5546875, 0.5390625, 1.0, 1.0, 1.0, 1.0, 0.828125, 0.90625, 0.58203125, 1.0, 1.0, 0.91015625, 1.0, 1.0, 1.0, 0.66015625, 0.7421875, 1.0, 0.97265625, 1.0, 1.0, 1.0, 1.0, 0.97265625, 1.0, 0.77734375, 1.0, 1.0, 0.76953125, 0.8984375, 1.0, 0.62890625, 0.703125, 0.8046875, 1.0, 0.84375, 0.9140625, 0.7109375, 0.90234375, 0.7265625, 1.0, 0.69140625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.69140625, 0.859375, 0.984375, 1.0, 1.0, 0.71875, 0.734375, 0.81640625, 0.8671875, 1.0, 0.5, 0.94921875, 1.0, 1.0, 0.83984375, 0.82421875, 1.0, 1.0, 0.765625, 1.0, 1.0, 1.0, 0.77734375, 0.69921875, 1.0, 1.0, 1.0, 1.0, 0.89453125, 1.0, 0.171875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.56640625, 0.953125, 1.0, 1.0, 0.89453125, 1.0, 0.796875, 0.70703125, 1.0, 0.58984375, 0.74609375, 0.73046875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.66015625, 0.85546875, 1.0, 1.0, 0.94140625, 1.0, 0.875, 0.90234375, 1.0, 1.0, 1.0, 1.0, 0.73046875, 0.80859375, 1.0, 1.0, 0.73828125, 0.95703125, 0.41796875, 1.0, 1.0, 0.5625, 1.0, 0.5, 1.0, 0.51953125, 0.8515625, 0.55859375, 0.8125, 1.0, 0.92578125, 0.76171875, 1.0, 0.81640625, 1.0, 0.9453125, 1.0, 1.0, 0.94140625, 1.0, 0.1015625, 0.3984375, 1.0, 0.984375, 1.0, 0.79296875, 0.76953125, 1.0, 1.0, 0.953125, 0.73046875, 0.78515625, 0.80859375, 1.0, 0.70703125, 0.9921875, 1.0, 0.49609375, 1.0, 1.0, 0.5546875, 1.0, 1.0, 1.0, 0.6015625, 1.0, 0.7265625, 1.0, 1.0, 0.91796875, 1.0, 0.9921875, 1.0, 1.0, 1.0, 1.0, 0.82421875, 1.0, 1.0, 0.65625, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.9609375, 1.0, 0.921875, 1.0, 1.0, 0.3984375, 0.99609375, 0.58984375, 1.0, 1.0, 1.0, 1.0, 0.55859375, 0.546875, 1.0, 1.0, 0.76953125, 1.0, 0.7109375, 0.8125, 1.0, 0.7109375, 1.0, 0.80859375, 1.0, 0.6953125, 1.0, 0.875, 1.0, 1.0, 0.87109375, 0.7265625, 0.734375, 0.79296875, 0.80078125, 1.0, 0.53515625, 1.0, 1.0, 0.8671875, 1.0, 1.0, 0.66015625, 1.0, 0.8203125, 1.0, 1.0, 0.94140625, 1.0, 1.0, 1.0, 0.796875, 0.79296875, 0.63671875, 0.4765625, 1.0, 1.0, 1.0, 1.0, 0.74609375, 0.7890625, 1.0, 1.0, 0.5390625, 1.0, 1.0, 0.58203125, 1.0, 0.7578125, 0.6875, 0.94140625, 0.78515625, 1.0, 1.0, 1.0, 0.95703125, 0.703125, 1.0, 0.67578125, 0.6875, 1.0, 1.0, 1.0, 1.0, 0.203125, 1.0, 1.0, 0.94921875, 0.74609375, 1.0, 1.0, 0.7578125, 1.0, 0.8515625, 1.0, 1.0, 0.4296875, 1.0, 1.0, 0.87890625, 0.7890625, 0.7890625, 1.0, 1.0, 0.69140625, 1.0, 0.71484375, 1.0, 1.0, 1.0, 0.44140625, 1.0, 0.95703125, 0.765625, 0.7265625, 1.0, 1.0, 1.0, 1.0, 0.3828125, 0.73828125, 1.0, 0.69140625, 0.71875, 1.0, 1.0, 0.765625, 0.76953125, 0.80859375, 0.9453125, 1.0, 0.703125, 1.0, 0.859375, 0.953125, 1.0, 0.6953125, 0.99609375, 1.0, 0.78125, 1.0, 0.6171875, 0.734375, 1.0, 0.29296875, 0.78125, 0.69140625, 1.0, 0.90234375, 0.703125, 0.95703125, 0.73828125, 0.96484375, 0.86328125, 1.0, 0.98828125, 1.0, 1.0, 0.6015625, 0.984375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.80859375, 0.8359375, 0.84375, 0.953125, 0.71484375, 1.0, 1.0, 0.65234375, 1.0, 1.0, 0.83984375, 0.51953125, 0.0, 1.0, 0.8671875, 0.71875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.98046875, 0.97265625, 0.94140625, 1.0, 0.53125, 0.734375, 0.83984375, 0.765625, 1.0, 1.0, 1.0, 0.8359375, 0.71484375, 1.0, 1.0, 0.80078125, 0.7578125, 0.93359375, 0.07421875, 0.7578125, 0.96484375, 0.609375, 0.46484375, 0.64453125, 1.0, 0.6953125, 0.77734375, 0.515625, 0.98046875, 1.0, 0.93359375, 0.75390625, 0.8828125, 1.0, 1.0, 0.8359375, 0.73828125, 1.0, 1.0, 1.0, 0.73046875, 0.703125, 0.58984375, 1.0, 1.0, 0.71484375, 0.9921875, 0.70703125, 1.0, 1.0, 1.0, 0.80859375, 0.8125, 0.703125, 0.75390625, 1.0, 0.69140625, 1.0, 0.8359375, 0.8984375, 1.0, 0.796875, 0.7109375, 0.78125, 0.296875, 0.8203125, 1.0, 0.80859375, 0.28515625, 1.0, 0.875, 0.64453125, 0.3515625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.515625, 0.62890625, 1.0, 0.6875, 0.77734375, 0.7265625, 1.0, 1.0, 1.0, 1.0, 0.88671875, 0.88671875, 0.7265625, 1.0, 0.66015625, 1.0, 1.0, 1.0, 1.0, 0.9765625, 0.44921875, 1.0, 1.0, 1.0, 1.0, 0.74609375, 1.0, 0.74609375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.703125, 0.89453125, 0.76953125, 0.5703125, 0.86328125, 1.0, 0.6484375, 1.0, 0.70703125, 0.84375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8359375, 1.0, 0.9140625, 0.7890625, 1.0, 1.0, 1.0, 0.70703125, 0.7265625, 0.7421875, 0.98046875, 1.0, 0.5390625, 1.0, 0.8046875, 0.90234375, 1.0, 1.0, 0.75, 1.0, 1.0, 0.7890625, 1.0, 0.69140625, 0.70703125, 1.0, 1.0]
greater than 0.5: 767
less than 0.01: 1
4)
800, 120, 100, 55
all other params same as above
Result:
final synaptic weight: [1.0, 1.0, 1.0, 1.0, 0.7578125, 0.703125, 1.0, 0.80859375, 0.609375, 0.80859375, 1.0, 0.8515625, 0.9765625, 0.68359375, 1.0, 0.69921875, 1.0, 0.88671875, 1.0, 1.0, 1.0, 0.984375, 1.0, 0.93359375, 1.0, 1.0, 1.0, 0.84765625, 1.0, 1.0, 1.0, 0.70703125, 1.0, 1.0, 1.0, 0.30078125, 0.90234375, 1.0, 0.71484375, 0.56640625, 1.0, 1.0, 0.296875, 0.796875, 0.9609375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8828125, 0.79296875, 1.0, 1.0, 0.16015625, 0.703125, 1.0, 1.0, 0.66015625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.82421875, 0.87109375, 1.0, 0.390625, 1.0, 1.0, 1.0, 0.0, 1.0, 0.71875, 0.6484375, 1.0, 1.0, 1.0, 0.53125, 1.0, 1.0, 0.41796875, 1.0, 0.7578125, 0.78515625, 0.54296875, 1.0, 1.0, 1.0, 0.72265625, 0.70703125, 0.98046875, 1.0, 0.26953125, 1.0, 1.0, 0.64453125, 0.515625, 1.0, 1.0, 0.88671875, 0.70703125, 0.1953125, 1.0, 0.95703125, 1.0, 0.55859375, 0.734375, 0.40234375, 0.73046875, 0.89453125, 0.53515625, 1.0, 1.0, 0.73828125, 1.0, 0.6953125, 1.0, 1.0, 1.0, 1.0, 0.8359375, 1.0, 1.0, 0.7734375, 0.92578125, 1.0, 0.9765625, 1.0, 0.73828125, 0.80859375, 1.0, 0.84765625, 1.0, 0.98828125, 0.76171875, 0.72265625, 0.62109375, 1.0, 0.94921875, 1.0, 0.90625, 1.0, 0.90625, 1.0, 0.46875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7578125, 0.8828125, 0.8984375, 1.0, 1.0, 0.6953125, 0.96484375, 1.0, 0.87109375, 0.9453125, 1.0, 0.35546875, 1.0, 0.73828125, 0.6875, 0.70703125, 1.0, 1.0, 0.70703125, 1.0, 1.0, 0.50390625, 1.0, 0.7109375, 0.5234375, 1.0, 1.0, 0.5859375, 0.6953125, 1.0, 1.0, 1.0, 0.890625, 1.0, 0.75, 0.31640625, 1.0, 0.65625, 1.0, 1.0, 1.0, 0.9140625, 1.0, 0.7109375, 0.62890625, 0.6484375, 1.0, 0.234375, 1.0, 1.0, 1.0, 0.5625, 1.0, 1.0, 0.53125, 1.0, 1.0, 1.0, 0.41015625, 0.90625, 1.0, 1.0, 1.0, 0.6875, 1.0, 1.0, 1.0, 0.46484375, 1.0, 1.0, 1.0, 1.0, 0.484375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.890625, 1.0, 0.59765625, 0.47265625, 0.29296875, 1.0, 0.95703125, 0.890625, 0.6875, 0.5078125, 1.0, 0.78125, 0.33984375, 1.0, 0.4609375, 1.0, 1.0, 0.46875, 0.8125, 0.69140625, 0.8125, 0.6953125, 0.421875, 0.73046875, 0.80859375, 0.734375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.21875, 0.63671875, 0.4375, 0.82421875, 0.80859375, 1.0, 1.0, 1.0, 0.94921875, 0.73046875, 0.18359375, 1.0, 1.0, 1.0, 0.82421875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.54296875, 1.0, 1.0, 0.390625, 1.0, 0.81640625, 1.0, 1.0, 0.6171875, 1.0, 1.0, 1.0, 0.73046875, 1.0, 0.5859375, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.84375, 1.0, 1.0, 1.0, 0.65625, 0.5859375, 1.0, 0.765625, 0.83203125, 1.0, 0.15625, 0.2265625, 1.0, 0.99609375, 1.0, 1.0, 0.52734375, 1.0, 0.29296875, 0.5625, 0.71875, 1.0, 0.5390625, 1.0, 1.0, 1.0, 1.0, 0.796875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.93359375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.796875, 1.0, 0.875, 0.7890625, 1.0, 1.0, 1.0, 1.0, 0.73828125, 1.0, 1.0, 1.0, 1.0, 0.70703125, 1.0, 0.78515625, 1.0, 0.83984375, 1.0, 0.6484375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.59765625, 0.23828125, 0.73046875, 0.80078125, 0.609375, 1.0, 0.55078125, 0.5390625, 0.58984375, 1.0, 1.0, 0.328125, 0.8046875, 1.0, 1.0, 0.71484375, 1.0, 0.625, 0.75, 0.7109375, 0.8671875, 0.984375, 0.27734375, 0.87890625, 1.0, 0.578125, 1.0, 0.671875, 1.0, 0.90625, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.515625, 0.703125, 1.0, 0.71875, 0.69921875, 0.703125, 0.6953125, 1.0, 1.0, 0.2109375, 0.59375, 0.8828125, 0.8203125, 0.91015625, 1.0, 1.0, 1.0, 1.0, 0.80859375, 0.8671875, 1.0, 1.0, 0.5078125, 0.84375, 1.0, 0.9765625, 0.80078125, 1.0, 0.8984375, 1.0, 0.82421875, 1.0, 0.17578125, 1.0, 1.0, 0.99609375, 0.99609375, 1.0, 1.0, 1.0, 0.47265625, 1.0, 1.0, 0.765625, 1.0, 1.0, 1.0, 0.96484375, 0.76171875, 0.90625, 0.59765625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96484375, 0.89453125, 0.86328125, 0.83984375, 0.6171875, 0.48046875, 0.81640625, 1.0, 0.80859375, 1.0, 1.0, 0.73046875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6015625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8828125, 0.81640625, 0.9140625, 1.0, 1.0, 1.0, 0.65625, 1.0, 1.0, 0.9609375, 1.0, 1.0, 0.8359375, 0.73046875, 0.9140625, 1.0, 0.33203125, 1.0, 0.28125, 1.0, 1.0, 1.0, 1.0, 0.328125, 1.0, 1.0, 0.78515625, 1.0, 1.0, 0.7109375, 0.8515625, 0.7421875, 1.0, 1.0, 1.0, 0.69921875, 1.0, 1.0, 1.0, 0.59375, 1.0, 0.73046875, 0.9140625, 0.734375, 1.0, 0.7421875, 1.0, 1.0, 0.640625, 0.66015625, 1.0, 0.875, 0.87109375, 1.0, 1.0, 0.53125, 1.0, 0.76171875, 0.77734375, 1.0, 0.90625, 0.8671875, 0.94921875, 0.5859375, 0.765625, 0.9375, 1.0, 0.84765625, 1.0, 1.0, 0.6953125, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.51171875, 0.73046875, 0.21875, 0.53515625, 1.0, 1.0, 1.0, 0.80859375, 0.9921875, 0.98828125, 1.0, 1.0, 1.0, 1.0, 0.83984375, 0.55859375, 0.75390625, 0.9453125, 1.0, 0.6953125, 0.6875, 0.38671875, 1.0, 0.6171875, 0.67578125, 0.9296875, 1.0, 0.60546875, 0.75, 1.0, 0.171875, 0.59375, 0.9375, 1.0, 0.7109375, 1.0, 0.921875, 1.0, 1.0, 0.0, 0.65234375, 0.8515625, 1.0, 1.0, 0.20703125, 1.0, 1.0, 0.80859375, 0.609375, 0.609375, 1.0, 1.0, 1.0, 0.578125, 0.765625, 1.0, 0.9765625, 0.5078125, 0.0, 1.0, 0.80859375, 1.0, 1.0, 0.734375, 1.0, 1.0, 1.0, 0.97265625, 0.7421875, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.796875, 0.40625, 1.0, 1.0, 0.6015625, 0.87890625, 1.0, 1.0, 1.0, 1.0, 0.80859375, 0.9140625, 0.0, 0.55078125, 0.24609375, 0.796875, 0.7734375, 0.89453125, 1.0, 1.0, 1.0, 0.87890625, 0.49609375, 1.0, 1.0, 0.47265625, 0.55859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.953125, 0.83203125, 1.0, 0.7421875, 1.0, 1.0, 0.8125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.50390625, 0.578125, 1.0, 1.0, 0.91796875, 0.2421875, 0.40234375, 0.73046875, 1.0, 0.953125, 0.7109375, 0.4296875, 1.0, 0.24609375, 0.9140625, 0.8515625, 1.0, 1.0, 0.2578125, 1.0, 1.0, 1.0, 1.0, 0.48828125, 1.0, 0.57421875, 0.94140625, 1.0, 0.6328125, 0.98828125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.734375, 1.0, 0.5390625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9921875, 1.0, 0.76171875, 0.47265625, 1.0, 0.9609375, 0.72265625, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.8203125, 1.0, 0.78125, 1.0, 1.0, 1.0, 0.80078125, 1.0, 1.0, 1.0, 0.62890625, 0.4765625, 1.0, 1.0, 1.0, 1.0, 0.80859375, 0.890625, 1.0, 0.69140625, 0.69140625, 0.70703125, 1.0, 1.0, 0.82421875, 1.0, 0.90625, 0.86328125, 1.0, 0.81640625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.23046875, 1.0, 0.85546875, 1.0]
greater than 0.5: 740
less than 0.01: 5
5)
800, 100, 100, 55
all other params same as above
Result:
final synaptic weight: [1.0, 1.0, 1.0, 1.0, 0.9140625, 0.6953125, 1.0, 0.80859375, 0.62890625, 0.80859375, 0.65234375, 0.99609375, 0.82421875, 0.70703125, 1.0, 0.7109375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96484375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.97265625, 0.6953125, 0.796875, 1.0, 0.546875, 0.35546875, 0.765625, 1.0, 0.6484375, 0.58984375, 1.0, 1.0, 0.26171875, 0.8359375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.98046875, 1.0, 0.69140625, 1.0, 1.0, 0.12890625, 1.0, 0.91796875, 1.0, 0.6171875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7890625, 1.0, 1.0, 0.41796875, 1.0, 1.0, 1.0, 0.0, 0.66796875, 0.71875, 1.0, 1.0, 1.0, 1.0, 0.54296875, 1.0, 1.0, 0.578125, 1.0, 0.73828125, 0.83203125, 0.40234375, 1.0, 1.0, 1.0, 0.71875, 0.7109375, 1.0, 1.0, 0.296875, 1.0, 1.0, 0.6328125, 0.546875, 1.0, 1.0, 0.9140625, 0.75390625, 0.29296875, 1.0, 1.0, 1.0, 0.6171875, 0.73046875, 1.0, 0.34765625, 0.87890625, 0.55859375, 1.0, 1.0, 0.76171875, 1.0, 0.70703125, 1.0, 1.0, 1.0, 1.0, 0.83984375, 1.0, 0.78125, 0.7578125, 1.0, 1.0, 1.0, 1.0, 0.8359375, 0.80859375, 1.0, 0.83984375, 1.0, 0.85546875, 0.83203125, 0.71875, 0.60546875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.921875, 1.0, 0.67578125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.78515625, 1.0, 0.96484375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.86328125, 1.0, 1.0, 1.0, 1.0, 0.76953125, 1.0, 0.70703125, 1.0, 1.0, 1.0, 0.83203125, 0.9921875, 0.5078125, 1.0, 1.0, 0.46484375, 1.0, 0.890625, 0.5625, 0.67578125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.73828125, 0.2578125, 1.0, 0.734375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6171875, 0.2421875, 0.72265625, 0.71484375, 1.0, 1.0, 1.0, 1.0, 0.9296875, 1.0, 0.30859375, 1.0, 0.98828125, 1.0, 0.57421875, 1.0, 0.66796875, 1.0, 1.0, 0.80078125, 0.88671875, 1.0, 0.6640625, 1.0, 1.0, 0.70703125, 0.8203125, 1.0, 0.265625, 1.0, 0.8046875, 0.6953125, 1.0, 1.0, 1.0, 0.79296875, 0.9765625, 1.0, 0.43359375, 0.76953125, 0.2265625, 1.0, 1.0, 0.84375, 1.0, 1.0, 1.0, 0.6015625, 0.37109375, 1.0, 0.52734375, 1.0, 1.0, 0.46875, 0.86328125, 0.92578125, 0.8828125, 0.69140625, 0.80078125, 0.71484375, 0.80859375, 1.0, 1.0, 0.6796875, 1.0, 0.91015625, 1.0, 0.203125, 0.8125, 0.4375, 0.84765625, 0.80859375, 1.0, 1.0, 1.0, 0.94140625, 1.0, 0.203125, 1.0, 1.0, 1.0, 0.81640625, 1.0, 1.0, 1.0, 0.53515625, 1.0, 0.49609375, 0.97265625, 1.0, 0.9609375, 1.0, 1.0, 1.0, 0.90234375, 0.765625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.59765625, 0.80859375, 1.0, 1.0, 1.0, 0.43359375, 0.8125, 1.0, 1.0, 1.0, 0.64453125, 1.0, 0.8984375, 0.79296875, 0.8046875, 1.0, 0.14453125, 0.2265625, 1.0, 0.953125, 1.0, 1.0, 0.52734375, 1.0, 0.8984375, 0.5859375, 0.7109375, 1.0, 0.55078125, 1.0, 0.875, 1.0, 0.34375, 0.90234375, 0.5234375, 1.0, 1.0, 0.78125, 0.921875, 1.0, 1.0, 1.0, 0.7265625, 1.0, 1.0, 1.0, 1.0, 0.8125, 1.0, 0.93359375, 0.83984375, 1.0, 0.96875, 1.0, 1.0, 0.8046875, 1.0, 1.0, 0.8515625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.83984375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5546875, 0.265625, 1.0, 0.80859375, 0.58984375, 1.0, 0.55078125, 1.0, 0.6171875, 1.0, 0.3671875, 0.73046875, 0.77734375, 1.0, 1.0, 0.53125, 1.0, 0.625, 1.0, 0.69921875, 0.82421875, 1.0, 0.390625, 1.0, 0.1015625, 0.5703125, 1.0, 0.63671875, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.5078125, 0.90234375, 1.0, 0.70703125, 0.9609375, 0.5703125, 0.4765625, 1.0, 1.0, 0.6796875, 0.57421875, 1.0, 0.8203125, 0.94921875, 1.0, 1.0, 1.0, 1.0, 0.56640625, 0.69140625, 1.0, 1.0, 0.53125, 0.80859375, 1.0, 0.875, 0.83203125, 1.0, 1.0, 1.0, 0.6875, 1.0, 0.6171875, 1.0, 1.0, 0.82421875, 1.0, 1.0, 1.0, 1.0, 0.7890625, 1.0, 1.0, 1.0, 1.0, 0.62890625, 1.0, 0.38671875, 1.0, 0.71875, 0.30078125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 1.0, 1.0, 1.0, 0.51171875, 1.0, 1.0, 0.80859375, 0.5546875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.921875, 1.0, 1.0, 0.5859375, 1.0, 1.0, 1.0, 1.0, 0.76953125, 1.0, 0.8359375, 1.0, 1.0, 1.0, 1.0, 0.65234375, 0.8515625, 0.8828125, 0.94140625, 1.0, 1.0, 0.84375, 0.7421875, 0.94921875, 1.0, 1.0, 0.90625, 0.30859375, 0.9609375, 1.0, 1.0, 1.0, 0.3203125, 1.0, 0.54296875, 0.7421875, 1.0, 1.0, 0.8046875, 0.8203125, 0.76171875, 1.0, 1.0, 1.0, 0.71875, 1.0, 1.0, 1.0, 0.5859375, 1.0, 1.0, 0.8671875, 0.7421875, 1.0, 1.0, 1.0, 1.0, 0.5859375, 0.65625, 1.0, 0.55078125, 0.94921875, 1.0, 1.0, 0.4921875, 1.0, 0.7421875, 0.75390625, 1.0, 0.8984375, 0.7734375, 0.87109375, 0.85546875, 0.765625, 0.80859375, 0.7734375, 0.9140625, 1.0, 1.0, 0.17578125, 0.80859375, 1.0, 0.984375, 1.0, 1.0, 0.484375, 0.7109375, 0.234375, 1.0, 1.0, 1.0, 1.0, 0.921875, 0.359375, 1.0, 0.12890625, 1.0, 0.953125, 1.0, 1.0, 0.51953125, 0.90234375, 1.0, 0.87890625, 0.6875, 0.6875, 0.51953125, 1.0, 0.4921875, 0.68359375, 1.0, 1.0, 0.62109375, 0.75, 1.0, 0.1875, 0.6171875, 1.0, 1.0, 0.703125, 1.0, 0.765625, 1.0, 1.0, 0.0, 0.64453125, 1.0, 1.0, 0.72265625, 0.2421875, 1.0, 1.0, 0.80859375, 0.6640625, 0.63671875, 1.0, 1.0, 1.0, 1.0, 0.93359375, 0.84375, 0.97265625, 0.50390625, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 0.65234375, 1.0, 1.0, 1.0, 0.73046875, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.87109375, 0.953125, 1.0, 0.83203125, 1.0, 0.77734375, 0.390625, 1.0, 0.83984375, 0.5078125, 1.0, 0.28515625, 0.6875, 0.9921875, 1.0, 0.80859375, 0.7578125, 0.5234375, 0.57421875, 0.31640625, 0.80078125, 0.3671875, 0.66015625, 0.9140625, 1.0, 1.0, 1.0, 0.44140625, 1.0, 0.88671875, 0.6953125, 0.73046875, 1.0, 1.0, 1.0, 0.6640625, 1.0, 1.0, 1.0, 0.81640625, 1.0, 0.734375, 1.0, 1.0, 0.77734375, 1.0, 0.703125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.91015625, 1.0, 1.0, 0.81640625, 1.0, 0.71875, 0.98828125, 1.0, 0.84375, 1.0, 0.296875, 0.95703125, 0.72265625, 1.0, 1.0, 0.92578125, 0.6015625, 1.0, 0.23828125, 1.0, 1.0, 1.0, 1.0, 0.7109375, 1.0, 1.0, 1.0, 1.0, 0.80078125, 0.99609375, 0.5625, 0.73046875, 1.0, 0.69140625, 0.99609375, 1.0, 1.0, 0.60546875, 1.0, 1.0, 1.0, 1.0, 0.53515625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.703125, 0.96875, 0.5, 0.6328125, 0.984375, 0.609375, 0.33984375, 0.6484375, 1.0, 1.0, 1.0, 1.0, 0.171875, 1.0, 0.953125, 0.21875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.83203125, 1.0, 1.0, 0.734375, 0.5546875, 0.2734375, 1.0, 1.0, 0.89453125, 1.0, 0.80859375, 0.94140625, 1.0, 0.6875, 1.0, 0.69921875, 1.0, 0.7578125, 0.78125, 0.6875, 1.0, 0.8515625, 1.0, 0.9140625, 1.0, 1.0, 1.0, 0.6171875, 1.0, 0.21875, 1.0, 0.859375, 0.546875]
greater than 0.5: 742
less than 0.01: 2
6)
800, 80, 100, 55
all other params same as above
Result:
File "finalcode.py", line 105, in <module>
c=stimlus_pop.getSpikes()
File "/usr/local/lib/python2.7/dist-packages/spynnaker/pyNN/models/pynn_population.py", line 215, in getSpikes
compatible_output=compatible_output)
File "/usr/local/lib/python2.7/dist-packages/spynnaker/pyNN/models/spike_source/spike_source_array.py", line 467, in get_spikes
send_buffer.total_region_size))
spynnaker.pyNN.exceptions.MemReadException: the amount of memory written (1430404) was larger than was allocated for it (1430402)
7)
800,90,100, 55
all other params same as above
Result:
final synaptic weight: [1.0, 1.0, 1.0, 0.78125, 0.77734375, 1.0, 0.7734375, 1.0, 0.921875, 1.0, 0.78125, 0.83203125, 0.953125, 0.99609375, 1.0, 0.8046875, 1.0, 1.0, 1.0, 0.85546875, 0.70703125, 1.0, 1.0, 1.0, 0.84765625, 1.0, 1.0, 1.0, 1.0, 0.8671875, 1.0, 0.98828125, 1.0, 0.95703125, 1.0, 1.0, 0.8046875, 1.0, 1.0, 0.796875, 1.0, 1.0, 0.7265625, 0.734375, 1.0, 1.0, 0.85546875, 1.0, 1.0, 0.9375, 0.75390625, 1.0, 1.0, 0.75390625, 0.71484375, 1.0, 1.0, 0.609375, 0.90625, 0.81640625, 1.0, 0.94921875, 0.9296875, 0.6328125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6171875, 1.0, 0.8828125, 0.78515625, 1.0, 1.0, 0.71484375, 1.0, 1.0, 0.75390625, 1.0, 1.0, 1.0, 0.7890625, 1.0, 1.0, 0.41796875, 1.0, 0.78125, 0.83203125, 0.625, 0.76953125, 1.0, 1.0, 1.0, 0.86328125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90234375, 1.0, 1.0, 0.90234375, 0.7734375, 1.0, 0.71875, 1.0, 1.0, 0.8984375, 1.0, 0.78125, 1.0, 0.546875, 0.90625, 0.8125, 1.0, 1.0, 0.765625, 0.49609375, 1.0, 0.6953125, 0.77734375, 1.0, 1.0, 0.859375, 0.86328125, 0.96875, 0.7421875, 0.80859375, 0.7265625, 1.0, 1.0, 0.8125, 1.0, 0.9921875, 1.0, 0.70703125, 1.0, 1.0, 1.0, 0.86328125, 1.0, 0.83203125, 1.0, 1.0, 1.0, 0.9453125, 1.0, 0.83203125, 0.92578125, 1.0, 0.87890625, 0.7109375, 1.0, 0.80078125, 0.78125, 1.0, 0.7109375, 0.95703125, 1.0, 0.9296875, 1.0, 0.921875, 1.0, 1.0, 0.88671875, 1.0, 1.0, 1.0, 1.0, 0.734375, 1.0, 1.0, 0.65625, 0.97265625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.94921875, 0.84375, 1.0, 1.0, 1.0, 0.90234375, 1.0, 1.0, 0.8203125, 1.0, 0.83984375, 1.0, 0.69140625, 1.0, 1.0, 1.0, 0.4453125, 0.8046875, 0.5078125, 0.55859375, 1.0, 0.67578125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8359375, 0.91796875, 1.0, 1.0, 0.6875, 0.8828125, 0.84765625, 1.0, 1.0, 1.0, 0.13671875, 1.0, 0.6640625, 0.6875, 1.0, 0.71875, 0.9921875, 1.0, 0.75390625, 1.0, 1.0, 1.0, 0.8984375, 0.8046875, 0.7109375, 1.0, 1.0, 1.0, 1.0, 0.98828125, 0.68359375, 1.0, 0.91796875, 1.0, 1.0, 1.0, 1.0, 0.95703125, 0.734375, 1.0, 1.0, 1.0, 1.0, 0.7265625, 1.0, 0.82421875, 0.89453125, 1.0, 0.43359375, 1.0, 1.0, 0.6875, 1.0, 1.0, 1.0, 1.0, 0.83984375, 1.0, 1.0, 0.890625, 0.546875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.70703125, 0.75, 1.0, 0.98828125, 0.78125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.76171875, 0.9609375, 1.0, 0.76953125, 1.0, 1.0, 0.6875, 1.0, 0.72265625, 1.0, 0.8671875, 0.9140625, 0.71484375, 0.95703125, 0.71875, 1.0, 0.6953125, 1.0, 1.0, 0.75390625, 0.859375, 1.0, 1.0, 1.0, 1.0, 0.70703125, 1.0, 0.9453125, 0.81640625, 1.0, 0.70703125, 0.72265625, 1.0, 0.80078125, 1.0, 1.0, 0.99609375, 1.0, 1.0, 1.0, 0.85546875, 1.0, 1.0, 0.87890625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9296875, 1.0, 0.54296875, 1.0, 1.0, 1.0, 1.0, 0.71484375, 0.7890625, 1.0, 1.0, 0.76953125, 0.93359375, 1.0, 1.0, 0.83984375, 1.0, 0.8125, 0.734375, 1.0, 0.859375, 1.0, 0.7421875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.91796875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.79296875, 0.87109375, 1.0, 1.0, 1.0, 1.0, 0.71875, 0.80859375, 1.0, 1.0, 0.7578125, 0.7734375, 0.8359375, 1.0, 1.0, 0.73046875, 1.0, 0.7578125, 0.875, 0.51953125, 0.7890625, 0.6015625, 1.0, 1.0, 0.828125, 0.78515625, 1.0, 0.8359375, 1.0, 1.0, 1.0, 1.0, 0.9453125, 1.0, 1.0, 1.0, 0.53125, 0.9609375, 1.0, 0.94921875, 0.77734375, 1.0, 1.0, 0.859375, 0.76171875, 0.765625, 0.5625, 0.81640625, 0.75, 0.9765625, 1.0, 0.63671875, 0.78125, 1.0, 1.0, 1.0, 0.984375, 1.0, 0.6171875, 1.0, 0.7265625, 1.0, 1.0, 1.0, 0.8125, 0.7734375, 1.0, 1.0, 1.0, 1.0, 0.8359375, 1.0, 1.0, 0.75390625, 0.9765625, 0.9453125, 1.0, 1.0, 1.0, 0.86328125, 0.515625, 0.921875, 1.0, 0.9375, 0.22265625, 0.8671875, 0.85546875, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 1.0, 1.0, 0.875, 0.79296875, 0.71875, 1.0, 1.0, 0.36328125, 1.0, 0.734375, 1.0, 0.55859375, 1.0, 0.91796875, 0.76171875, 1.0, 0.7265625, 0.7578125, 0.84375, 0.96484375, 0.65234375, 1.0, 0.875, 1.0, 0.765625, 0.60546875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9296875, 0.8359375, 1.0, 1.0, 0.80078125, 0.8359375, 1.0, 0.72265625, 0.859375, 1.0, 1.0, 1.0, 0.75, 0.859375, 0.51171875, 1.0, 0.7109375, 1.0, 1.0, 0.58984375, 1.0, 0.75, 1.0, 0.95703125, 0.77734375, 0.69140625, 1.0, 1.0, 0.94921875, 1.0, 0.953125, 0.7734375, 0.69140625, 1.0, 0.7109375, 1.0, 0.99609375, 0.3984375, 1.0, 1.0, 0.8984375, 0.34375, 1.0, 1.0, 0.7578125, 1.0, 0.8828125, 1.0, 1.0, 0.8046875, 1.0, 1.0, 0.69921875, 0.8125, 0.78515625, 1.0, 1.0, 1.0, 1.0, 0.734375, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.953125, 0.72265625, 0.71875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.71484375, 1.0, 0.7109375, 1.0, 0.98828125, 1.0, 0.78125, 0.7734375, 0.7421875, 0.9140625, 1.0, 0.703125, 0.9921875, 0.8828125, 0.90625, 1.0, 0.97265625, 1.0, 1.0, 1.0, 0.73828125, 0.72265625, 0.71875, 1.0, 0.71875, 0.76953125, 0.69140625, 1.0, 1.0, 0.6953125, 1.0, 0.73828125, 0.953125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.98046875, 0.7109375, 1.0, 1.0, 1.0, 1.0, 0.80859375, 0.9765625, 1.0, 0.9609375, 0.67578125, 1.0, 1.0, 0.72265625, 1.0, 1.0, 0.73828125, 0.8203125, 1.0, 1.0, 0.36328125, 0.73046875, 1.0, 0.4921875, 1.0, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.75390625, 0.9609375, 0.89453125, 1.0, 1.0, 0.796875, 0.84765625, 0.78125, 1.0, 1.0, 1.0, 1.0, 0.70703125, 1.0, 0.96875, 0.7734375, 0.890625, 0.9453125, 0.55859375, 0.7890625, 0.94921875, 0.59765625, 0.78515625, 0.40625, 1.0, 1.0, 0.953125, 1.0, 1.0, 1.0, 1.0, 0.734375, 0.90625, 1.0, 1.0, 1.0, 0.5078125, 1.0, 1.0, 1.0, 0.3203125, 0.7421875, 0.5546875, 0.55859375, 1.0, 0.703125, 1.0, 0.69921875, 1.0, 1.0, 0.28125, 1.0, 1.0, 1.0, 0.69921875, 1.0, 0.9609375, 1.0, 0.8125, 0.9765625, 1.0, 0.9375, 0.9765625, 0.5078125, 0.51171875, 1.0, 1.0, 1.0, 0.359375, 0.3671875, 0.390625, 0.53125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9921875, 1.0, 1.0, 1.0, 0.62890625, 0.6796875, 1.0, 1.0, 0.19921875, 0.34765625, 1.0, 1.0, 1.0, 1.0, 0.87890625, 1.0, 1.0, 0.73046875, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.84765625, 1.0, 1.0, 1.0, 1.0, 0.74609375, 0.765625, 0.55078125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.453125, 0.89453125, 0.39453125, 0.6953125, 0.87890625, 1.0, 1.0, 1.0, 0.7109375, 0.84375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7421875, 1.0, 0.859375, 1.0, 1.0, 1.0, 1.0, 0.70703125, 0.7265625, 0.76953125, 0.98046875, 1.0, 0.6015625, 1.0, 0.84375, 1.0, 1.0, 0.94921875, 0.73046875, 1.0, 1.0, 0.26171875, 1.0, 0.6875, 1.0, 1.0, 1.0]
greater than 0.5: 778
less than 0.01: 0
8)
800, 75, 100, 55
all other params same as above
Result:
final synaptic weight: [1.0, 1.0, 0.69921875, 0.71484375, 0.55078125, 1.0, 1.0, 1.0, 0.83984375, 1.0, 0.484375, 0.796875, 0.609375, 0.8984375, 1.0, 0.81640625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.98046875, 1.0, 0.69921875, 0.71484375, 0.77734375, 0.73828125, 1.0, 0.71484375, 1.0, 1.0, 1.0, 0.6796875, 0.671875, 1.0, 0.7265625, 0.71484375, 0.7109375, 0.1171875, 1.0, 1.0, 0.8828125, 1.0, 1.0, 0.7890625, 1.0, 1.0, 0.7734375, 0.828125, 0.80859375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.92578125, 0.84765625, 1.0, 1.0, 1.0, 1.0, 0.83984375, 1.0, 0.73828125, 1.0, 1.0, 0.99609375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.83203125, 0.71875, 1.0, 0.74609375, 1.0, 0.9296875, 0.83203125, 0.734375, 0.71875, 0.80078125, 1.0, 0.36328125, 0.83203125, 0.7265625, 1.0, 0.7578125, 0.91015625, 0.96484375, 0.8515625, 1.0, 1.0, 0.99609375, 1.0, 1.0, 0.83203125, 0.65625, 1.0, 1.0, 0.93359375, 0.74609375, 0.6875, 1.0, 1.0, 1.0, 0.8984375, 0.7265625, 1.0, 0.78125, 0.91015625, 0.83203125, 1.0, 1.0, 0.7421875, 1.0, 0.72265625, 1.0, 0.41796875, 1.0, 1.0, 1.0, 0.61328125, 1.0, 0.7734375, 1.0, 1.0, 0.80859375, 1.0, 0.62109375, 1.0, 0.94140625, 0.96875, 0.75390625, 0.984375, 0.84375, 0.51171875, 0.8203125, 0.28125, 1.0, 1.0, 1.0, 1.0, 0.3984375, 0.765625, 1.0, 1.0, 0.7265625, 1.0, 1.0, 1.0, 1.0, 0.77734375, 1.0, 0.890625, 1.0, 0.6953125, 0.7578125, 1.0, 0.9453125, 1.0, 0.61328125, 1.0, 0.7578125, 0.69921875, 1.0, 1.0, 1.0, 0.88671875, 1.0, 0.8203125, 1.0, 1.0, 0.73046875, 1.0, 1.0, 0.74609375, 1.0, 1.0, 0.68359375, 0.95703125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.77734375, 0.59375, 1.0, 0.85546875, 1.0, 1.0, 0.71875, 0.6171875, 0.8828125, 1.0, 0.84765625, 1.0, 0.1484375, 1.0, 0.80078125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.43359375, 1.0, 0.94921875, 1.0, 1.0, 0.6953125, 0.5234375, 1.0, 1.0, 0.65234375, 1.0, 0.91015625, 1.0, 1.0, 0.7578125, 1.0, 0.96484375, 1.0, 0.90625, 0.7578125, 0.85546875, 0.8046875, 0.390625, 0.41796875, 0.76953125, 1.0, 0.0, 1.0, 0.796875, 0.7578125, 0.52734375, 1.0, 0.5078125, 1.0, 1.0, 0.20703125, 1.0, 0.59765625, 0.8359375, 1.0, 1.0, 1.0, 0.28125, 0.703125, 0.80859375, 1.0, 0.89453125, 1.0, 0.57421875, 0.7265625, 1.0, 0.73046875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7265625, 0.703125, 0.828125, 1.0, 1.0, 1.0, 1.0, 0.62890625, 1.0, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.95703125, 1.0, 1.0, 1.0, 0.73046875, 0.72265625, 1.0, 1.0, 1.0, 1.0, 0.7578125, 1.0, 1.0, 0.98046875, 0.734375, 1.0, 0.76171875, 0.78515625, 1.0, 1.0, 1.0, 0.6328125, 0.984375, 1.0, 1.0, 1.0, 0.875, 0.6875, 1.0, 0.75390625, 1.0, 1.0, 1.0, 1.0, 0.6875, 0.4296875, 0.7578125, 1.0, 1.0, 0.765625, 0.9453125, 0.8828125, 0.8359375, 0.59375, 0.8515625, 1.0, 0.89453125, 1.0, 1.0, 0.84765625, 0.69921875, 0.78515625, 1.0, 0.7421875, 1.0, 1.0, 0.671875, 0.58984375, 1.0, 0.9296875, 0.95703125, 1.0, 1.0, 0.68359375, 1.0, 1.0, 0.609375, 0.8984375, 1.0, 0.8671875, 1.0, 1.0, 1.0, 0.71484375, 1.0, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.69140625, 1.0, 0.69921875, 1.0, 0.9609375, 1.0, 1.0, 1.0, 1.0, 0.84765625, 0.74609375, 1.0, 0.921875, 0.80859375, 0.7109375, 0.82421875, 1.0, 0.953125, 1.0, 1.0, 0.0390625, 0.94921875, 1.0, 1.0, 1.0, 0.69140625, 0.82421875, 0.984375, 1.0, 1.0, 1.0, 0.8515625, 0.8125, 0.87109375, 0.80859375, 1.0, 0.9375, 1.0, 0.96875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.765625, 1.0, 1.0, 0.734375, 0.83203125, 1.0, 0.859375, 1.0, 1.0, 0.6875, 0.83203125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.734375, 0.84375, 0.87890625, 1.0, 1.0, 0.66015625, 0.76171875, 0.53125, 1.0, 1.0, 0.81640625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.71484375, 0.96484375, 0.69921875, 0.95703125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.36328125, 0.3828125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.68359375, 0.71875, 0.97265625, 0.88671875, 1.0, 1.0, 0.8046875, 1.0, 0.671875, 0.98046875, 1.0, 0.8359375, 0.9453125, 1.0, 1.0, 1.0, 0.9609375, 1.0, 0.87109375, 0.703125, 1.0, 1.0, 0.40625, 0.5, 0.8359375, 1.0, 0.96875, 1.0, 1.0, 0.671875, 1.0, 1.0, 1.0, 0.95703125, 0.77734375, 0.9375, 0.98046875, 0.59375, 1.0, 0.53515625, 0.7734375, 1.0, 1.0, 0.73046875, 1.0, 1.0, 0.95703125, 1.0, 0.69921875, 1.0, 0.54296875, 1.0, 1.0, 1.0, 0.890625, 0.83203125, 1.0, 1.0, 0.63671875, 0.73828125, 1.0, 1.0, 1.0, 0.8046875, 1.0, 1.0, 0.91796875, 0.75, 1.0, 0.70703125, 1.0, 0.9375, 0.0, 0.96484375, 0.703125, 1.0, 0.93359375, 0.859375, 0.6875, 1.0, 1.0, 0.85546875, 0.8359375, 0.76953125, 0.81640625, 1.0, 0.83203125, 0.0, 0.80859375, 1.0, 1.0, 0.90234375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.51953125, 0.86328125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.70703125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.515625, 1.0, 0.77734375, 1.0, 1.0, 1.0, 0.71484375, 0.6953125, 0.98828125, 0.92578125, 0.99609375, 0.74609375, 0.7109375, 0.984375, 1.0, 1.0, 1.0, 0.96484375, 0.765625, 0.74609375, 0.734375, 1.0, 1.0, 0.9296875, 1.0, 0.48828125, 0.86328125, 0.9453125, 1.0, 0.7109375, 0.9296875, 1.0, 1.0, 1.0, 0.96875, 0.83203125, 0.7265625, 1.0, 0.69921875, 0.27734375, 1.0, 0.67578125, 1.0, 0.69140625, 0.70703125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.78125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96484375, 1.0, 0.82421875, 1.0, 0.96875, 1.0, 0.9140625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8203125, 0.59765625, 0.7578125, 0.91015625, 1.0, 0.91015625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.796875, 0.72265625, 0.80859375, 0.5859375, 0.68359375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9296875, 1.0, 1.0, 1.0, 0.7109375, 1.0, 1.0, 1.0, 0.7109375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.80859375, 1.0, 1.0, 1.0, 1.0, 0.890625, 1.0, 1.0, 0.71875, 1.0, 0.77734375, 1.0, 0.98046875, 0.70703125, 0.8046875, 1.0, 0.765625, 0.5, 0.51171875, 0.5234375, 1.0, 0.99609375, 0.76953125, 0.25390625, 0.609375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.296875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.93359375, 1.0, 0.73046875, 1.0, 0.71484375, 0.7734375, 1.0, 1.0, 1.0, 0.74609375, 1.0, 1.0, 1.0, 1.0, 0.70703125, 0.7421875, 0.69140625, 1.0, 1.0, 1.0, 0.671875, 1.0, 1.0, 1.0, 0.7421875, 1.0, 1.0, 1.0, 0.625, 1.0, 1.0, 1.0, 0.59375, 1.0, 1.0, 0.6640625, 1.0, 1.0, 1.0, 0.9140625, 0.92578125, 1.0, 1.0, 0.75390625, 0.69140625, 1.0, 1.0, 0.60546875, 1.0, 1.0, 0.6328125, 1.0, 1.0, 0.85546875, 0.703125, 1.0, 0.94140625, 1.0, 1.0, 0.69140625, 0.40625, 1.0, 1.0, 0.69921875, 1.0, 1.0, 0.8359375, 1.0]
greater than 0.5: 773
less than 0.01: 3
9)
800, 65, 100, 55
all other params same as above
Result:
final synaptic weight: [1.0, 1.0, 0.6875, 0.671875, 0.57421875, 1.0, 0.9453125, 0.80859375, 0.4140625, 0.80859375, 0.56640625, 0.8203125, 0.7265625, 0.5, 1.0, 0.56640625, 0.953125, 0.96875, 1.0, 0.77734375, 1.0, 0.80859375, 1.0, 1.0, 1.0, 0.75390625, 0.89453125, 1.0, 1.0, 0.9921875, 0.5078125, 0.68359375, 0.9296875, 1.0, 1.0, 0.21484375, 1.0, 0.80859375, 0.1953125, 0.33984375, 0.8046875, 1.0, 1.0, 0.83984375, 1.0, 0.80859375, 0.8671875, 1.0, 1.0, 0.9296875, 0.8828125, 1.0, 0.640625, 1.0, 0.7890625, 1.0, 0.83984375, 0.578125, 0.12109375, 1.0, 1.0, 0.55859375, 0.47265625, 1.0, 0.703125, 1.0, 1.0, 1.0, 0.69140625, 0.6953125, 0.9375, 0.8828125, 0.578125, 0.80859375, 0.80859375, 0.78125, 0.80859375, 1.0, 0.75, 1.0, 0.85546875, 1.0, 0.3828125, 1.0, 1.0, 0.28125, 0.5234375, 0.203125, 0.796875, 0.09765625, 0.6953125, 0.3828125, 0.26953125, 0.27734375, 0.8359375, 0.80859375, 0.74609375, 0.7265625, 1.0, 1.0, 0.4140625, 0.80859375, 0.80859375, 0.46484375, 0.0078125, 0.6640625, 0.72265625, 1.0, 1.0, 0.91015625, 0.6171875, 0.734375, 0.1875, 0.80078125, 0.92578125, 0.32421875, 1.0, 0.80859375, 0.74609375, 0.765625, 1.0, 0.96875, 0.6015625, 1.0, 1.0, 0.37890625, 0.6171875, 0.2890625, 0.80859375, 0.2421875, 1.0, 0.66796875, 0.46484375, 0.3671875, 0.80859375, 1.0, 0.80859375, 0.3671875, 1.0, 1.0, 0.4765625, 0.32421875, 0.26953125, 0.4296875, 0.9375, 0.80859375, 0.62890625, 1.0, 1.0, 0.86328125, 1.0, 0.7578125, 0.41015625, 1.0, 1.0, 1.0, 0.796875, 0.78515625, 0.95703125, 0.48046875, 0.9453125, 0.7421875, 0.7265625, 0.57421875, 0.80859375, 0.8671875, 0.5234375, 0.75390625, 1.0, 0.81640625, 1.0, 1.0, 1.0, 0.22265625, 0.50390625, 0.61328125, 0.80859375, 0.75390625, 1.0, 1.0, 0.86328125, 0.71875, 0.6875, 1.0, 0.80859375, 0.81640625, 1.0, 1.0, 0.80078125, 0.83203125, 1.0, 0.58203125, 1.0, 0.5390625, 1.0, 1.0, 1.0, 0.57421875, 0.98828125, 0.81640625, 0.4140625, 1.0, 1.0, 0.85546875, 0.0, 1.0, 1.0, 0.80859375, 0.859375, 1.0, 0.234375, 1.0, 1.0, 1.0, 0.33203125, 0.61328125, 0.65234375, 0.875, 0.46484375, 0.15625, 1.0, 0.22265625, 0.34375, 1.0, 0.69140625, 0.7109375, 1.0, 0.93359375, 0.4609375, 1.0, 0.75, 0.8203125, 0.109375, 0.515625, 0.43359375, 1.0, 0.28515625, 0.59765625, 0.86328125, 0.5703125, 0.59375, 1.0, 0.6015625, 0.875, 0.58984375, 0.63671875, 0.24609375, 1.0, 0.90625, 0.51171875, 1.0, 1.0, 0.80859375, 0.703125, 0.7265625, 0.578125, 1.0, 0.5078125, 0.37109375, 1.0, 0.72265625, 0.7109375, 1.0, 1.0, 0.80859375, 1.0, 0.91796875, 0.84765625, 0.859375, 0.64453125, 0.80859375, 0.80859375, 1.0, 1.0, 1.0, 0.640625, 1.0, 0.6328125, 0.83203125, 1.0, 0.53125, 0.93359375, 1.0, 1.0, 1.0, 0.546875, 0.73046875, 1.0, 1.0, 0.76171875, 0.66796875, 1.0, 1.0, 0.39453125, 1.0, 0.6953125, 1.0, 0.50390625, 0.640625, 0.72265625, 1.0, 0.12890625, 0.2734375, 0.3671875, 0.65625, 0.8203125, 0.625, 0.9609375, 0.73046875, 0.80859375, 0.3828125, 0.75, 0.69140625, 0.93359375, 0.8984375, 0.88671875, 1.0, 0.51171875, 1.0, 1.0, 1.0, 0.30859375, 1.0, 1.0, 0.38671875, 0.69921875, 0.60546875, 0.59765625, 0.56640625, 0.55859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.40625, 1.0, 0.56640625, 0.73046875, 0.80859375, 1.0, 0.703125, 0.18359375, 0.90625, 1.0, 1.0, 1.0, 0.08203125, 1.0, 1.0, 0.609375, 0.515625, 0.80859375, 0.859375, 0.8203125, 1.0, 0.40234375, 0.7421875, 1.0, 0.703125, 0.765625, 1.0, 0.70703125, 0.84765625, 0.046875, 1.0, 0.8515625, 0.515625, 1.0, 1.0, 0.65234375, 1.0, 0.79296875, 0.25, 0.69140625, 1.0, 0.68359375, 0.74609375, 0.640625, 0.0, 1.0, 0.8515625, 1.0, 1.0, 0.484375, 0.9140625, 1.0, 0.73828125, 0.13671875, 0.69921875, 0.04296875, 1.0, 1.0, 1.0, 0.79296875, 0.80859375, 0.80859375, 1.0, 0.890625, 0.890625, 0.21484375, 0.67578125, 0.4375, 0.765625, 0.45703125, 0.375, 1.0, 1.0, 0.8515625, 1.0, 0.2109375, 0.8203125, 1.0, 0.90625, 0.5390625, 0.80859375, 0.33984375, 0.24609375, 0.3828125, 1.0, 0.80859375, 0.81640625, 0.58984375, 0.4140625, 0.8671875, 0.92578125, 0.0078125, 0.81640625, 0.6640625, 0.546875, 0.48046875, 0.36328125, 0.625, 1.0, 0.3984375, 1.0, 1.0, 0.42578125, 1.0, 0.984375, 0.515625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 1.0, 0.4296875, 0.68359375, 0.53125, 1.0, 0.55859375, 1.0, 1.0, 0.71875, 1.0, 0.26953125, 0.24609375, 1.0, 0.91015625, 1.0, 0.9609375, 1.0, 1.0, 0.52734375, 0.95703125, 1.0, 0.54296875, 1.0, 1.0, 0.29296875, 0.546875, 0.9453125, 1.0, 0.78515625, 1.0, 0.5078125, 1.0, 0.4453125, 0.96875, 0.81640625, 0.5859375, 0.5703125, 1.0, 0.2265625, 0.33203125, 0.6171875, 0.6953125, 1.0, 1.0, 0.56640625, 1.0, 0.0, 0.75, 0.88671875, 0.8671875, 1.0, 1.0, 0.25390625, 0.9453125, 0.00390625, 1.0, 0.0, 0.578125, 0.94140625, 0.8203125, 0.6875, 0.80859375, 1.0, 1.0, 1.0, 0.59375, 1.0, 0.73046875, 1.0, 1.0, 0.84375, 0.83984375, 1.0, 1.0, 1.0, 0.5078125, 0.77734375, 0.5703125, 1.0, 0.80859375, 0.671875, 0.703125, 1.0, 0.84765625, 0.34375, 1.0, 0.734375, 1.0, 0.68359375, 0.33203125, 0.8671875, 1.0, 0.5546875, 0.71484375, 1.0, 0.640625, 1.0, 1.0, 0.62109375, 0.80859375, 0.23046875, 0.734375, 0.57421875, 0.8203125, 0.73046875, 0.8203125, 0.39453125, 1.0, 1.0, 0.8125, 0.828125, 0.6796875, 0.80859375, 1.0, 0.64453125, 0.5390625, 1.0, 0.7265625, 0.828125, 1.0, 0.54296875, 1.0, 0.80859375, 1.0, 1.0, 1.0, 0.80859375, 0.41015625, 1.0, 1.0, 0.66015625, 0.5703125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.80859375, 0.63671875, 0.62890625, 0.6484375, 0.453125, 0.7578125, 0.734375, 0.7421875, 1.0, 1.0, 0.80859375, 0.5234375, 0.0, 0.5078125, 0.22265625, 0.57421875, 0.5625, 0.421875, 1.0, 0.0859375, 0.44921875, 0.66796875, 0.53125, 0.7734375, 0.73828125, 1.0, 1.0, 0.80859375, 0.734375, 0.7421875, 0.76171875, 0.80859375, 0.80859375, 1.0, 0.7421875, 1.0, 0.21484375, 0.85546875, 0.80859375, 0.2578125, 0.80859375, 0.984375, 1.0, 1.0, 0.89453125, 1.0, 0.80859375, 0.9375, 0.8203125, 1.0, 0.91796875, 0.80859375, 1.0, 1.0, 1.0, 0.84375, 1.0, 0.2109375, 0.375, 1.0, 1.0, 0.7109375, 1.0, 0.83984375, 1.0, 0.91015625, 1.0, 0.875, 0.48046875, 1.0, 1.0, 0.7265625, 1.0, 0.80859375, 0.125, 0.9453125, 0.77734375, 0.68359375, 0.81640625, 0.8984375, 0.53515625, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.72265625, 0.73046875, 0.73828125, 1.0, 0.80859375, 0.83984375, 1.0, 1.0, 0.98046875, 0.96484375, 0.984375, 1.0, 0.40234375, 0.70703125, 0.953125, 1.0, 0.64453125, 0.74609375, 1.0, 1.0, 0.75390625, 0.9375, 1.0, 0.80859375, 1.0, 1.0, 0.67578125, 0.98828125, 0.375, 1.0, 0.48828125, 0.80859375, 0.9609375, 0.70703125, 0.53125, 0.81640625, 0.7734375, 1.0, 0.43359375, 0.65625, 1.0, 0.265625, 1.0, 1.0, 0.75390625, 0.26953125, 0.08203125, 0.5546875, 0.7578125, 1.0, 1.0, 1.0, 0.57421875, 0.55859375, 0.85546875, 1.0, 0.44140625, 1.0, 0.2578125, 0.7109375, 0.625, 0.921875, 0.9921875, 1.0, 1.0, 0.2421875, 1.0, 0.55859375, 1.0, 1.0, 0.80859375, 0.18359375, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.890625, 1.0, 1.0, 0.2421875, 0.80859375, 0.81640625, 0.703125, 0.1796875, 0.71484375, 0.6875, 0.47265625, 0.92578125, 0.90234375, 0.25, 1.0, 0.74609375, 0.41796875, 1.0, 0.6171875, 1.0, 1.0, 0.515625, 0.66015625, 0.69921875, 1.0, 1.0, 0.92578125, 1.0, 0.80859375, 1.0, 0.59765625, 0.69921875, 0.69140625, 1.0, 0.36328125, 0.75, 0.81640625, 0.2578125, 0.38671875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.44921875, 0.7265625, 0.86328125, 1.0, 1.0, 1.0]
greater than 0.5: 675
less than 0.01: 8
greater than 0.5: 762
less than 0.01: 5
10)
t_rule = p.SpikePairRule (tau_plus=16.7, tau_minus=33.7) #The 2 parameters of this class identify the exponential decay rate of the STDP function(Curve)
w_rule = p.AdditiveWeightDependence (w_min=0.0, w_max=weight_to_spike, A_plus=0.03125, A_minus=0.85*0.03125)
800,180,200,55
Result:
final synaptic weight: [1.0, 1.0, 1.0, 0.62109375, 0.52734375, 1.0, 0.53125, 1.0, 0.765625, 1.0, 0.9765625, 0.73046875, 0.93359375, 0.84375, 1.0, 0.58984375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.578125, 1.0, 0.4140625, 1.0, 1.0, 1.0, 1.0, 0.8828125, 1.0, 0.95703125, 0.49609375, 1.0, 0.65625, 1.0, 1.0, 0.546875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90234375, 0.625, 1.0, 1.0, 1.0, 0.5390625, 1.0, 1.0, 0.515625, 1.0, 1.0, 0.77734375, 1.0, 0.6875, 1.0, 1.0, 0.859375, 0.765625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.703125, 0.60546875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.671875, 0.515625, 1.0, 1.0, 0.61328125, 0.9765625, 0.5703125, 0.6328125, 0.55078125, 1.0, 1.0, 0.8828125, 0.91015625, 0.625, 1.0, 0.95703125, 1.0, 1.0, 1.0, 0.71484375, 1.0, 1.0, 0.7734375, 0.33984375, 1.0, 1.0, 1.0, 1.0, 0.6796875, 1.0, 0.55859375, 0.8984375, 0.546875, 0.75390625, 0.640625, 0.55859375, 1.0, 0.515625, 1.0, 1.0, 1.0, 0.58984375, 1.0, 1.0, 0.5, 0.7109375, 1.0, 0.49609375, 0.6484375, 1.0, 0.68359375, 0.890625, 0.72265625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75390625, 0.6328125, 1.0, 0.66796875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5078125, 1.0, 1.0, 0.51953125, 0.53515625, 0.7734375, 1.0, 0.6328125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.89453125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.85546875, 0.98046875, 0.1875, 0.73828125, 1.0, 1.0, 0.9296875, 0.74609375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6328125, 1.0, 0.85546875, 1.0, 1.0, 1.0, 0.96875, 1.0, 0.58984375, 0.61328125, 1.0, 0.53125, 1.0, 0.234375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.59375, 0.75390625, 1.0, 1.0, 0.609375, 0.73046875, 0.88671875, 1.0, 1.0, 0.59765625, 1.0, 0.93359375, 0.734375, 1.0, 1.0, 1.0, 1.0, 0.84765625, 0.703125, 1.0, 1.0, 1.0, 1.0, 0.5859375, 0.66796875, 0.99609375, 1.0, 1.0, 1.0, 1.0, 0.68359375, 1.0, 0.83203125, 0.33203125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.375, 0.83984375, 1.0, 1.0, 1.0, 0.62109375, 0.7421875, 0.890625, 0.67578125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.88671875, 1.0, 1.0, 0.34375, 0.72265625, 0.203125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 0.6171875, 1.0, 1.0, 1.0, 0.94140625, 1.0, 0.52734375, 0.984375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7109375, 0.765625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.625, 1.0, 1.0, 0.96484375, 0.88671875, 1.0, 1.0, 1.0, 0.625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8125, 1.0, 0.87890625, 1.0, 0.625, 1.0, 1.0, 0.70703125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.77734375, 1.0, 1.0, 0.9140625, 0.64453125, 1.0, 1.0, 1.0, 0.54296875, 1.0, 1.0, 0.52734375, 0.85546875, 1.0, 1.0, 0.65625, 1.0, 0.6171875, 1.0, 0.21484375, 0.93359375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9453125, 0.73828125, 0.8125, 1.0, 0.93359375, 1.0, 1.0, 0.5625, 0.6875, 1.0, 1.0, 0.86328125, 1.0, 0.24609375, 1.0, 0.88671875, 1.0, 0.5, 0.640625, 0.58203125, 1.0, 1.0, 1.0, 1.0, 0.5625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.57421875, 1.0, 0.5859375, 0.96484375, 1.0, 1.0, 1.0, 0.83984375, 1.0, 1.0, 1.0, 1.0, 0.87890625, 1.0, 0.734375, 0.53515625, 0.9375, 1.0, 0.80859375, 1.0, 0.59375, 0.86328125, 0.9609375, 0.8984375, 0.75390625, 0.6328125, 0.34765625, 0.90234375, 0.92578125, 0.80078125, 0.6171875, 0.88671875, 1.0, 1.0, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.66796875, 0.57421875, 0.78125, 1.0, 0.8359375, 0.73046875, 1.0, 1.0, 1.0, 0.73046875, 1.0, 1.0, 0.51953125, 1.0, 0.53125, 1.0, 1.0, 1.0, 0.5078125, 1.0, 1.0, 0.8203125, 0.75, 1.0, 1.0, 0.68359375, 1.0, 1.0, 1.0, 0.88671875, 0.60546875, 1.0, 0.390625, 1.0, 0.16015625, 1.0, 0.77734375, 0.53515625, 1.0, 1.0, 0.5234375, 0.51171875, 0.70703125, 0.625, 1.0, 1.0, 1.0, 1.0, 0.81640625, 0.92578125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.57421875, 0.6328125, 1.0, 1.0, 0.7109375, 1.0, 1.0, 1.0, 1.0, 0.578125, 0.875, 0.96484375, 1.0, 1.0, 0.96875, 0.6875, 0.67578125, 1.0, 1.0, 0.828125, 0.54296875, 1.0, 1.0, 1.0, 0.81640625, 1.0, 1.0, 0.296875, 1.0, 1.0, 1.0, 1.0, 0.9140625, 0.3515625, 0.90234375, 1.0, 0.6875, 0.02734375, 1.0, 1.0, 0.515625, 0.5078125, 0.6640625, 1.0, 1.0, 0.71484375, 1.0, 1.0, 0.18359375, 0.546875, 0.6015625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7734375, 1.0, 1.0, 1.0, 1.0, 0.95703125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.84765625, 1.0, 0.56640625, 0.53515625, 1.0, 1.0, 0.9375, 1.0, 1.0, 0.71484375, 0.79296875, 1.0, 0.4921875, 0.79296875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.45703125, 0.515625, 1.0, 0.9140625, 0.69921875, 1.0, 1.0, 1.0, 0.80859375, 0.5234375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9140625, 1.0, 1.0, 1.0, 0.78125, 0.57421875, 1.0, 0.85546875, 0.51953125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.48828125, 0.79296875, 1.0, 1.0, 0.62890625, 1.0, 1.0, 0.3828125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7109375, 0.796875, 0.8671875, 1.0, 1.0, 0.90625, 0.65234375, 0.546875, 1.0, 1.0, 0.92578125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.67578125, 0.8203125, 0.49609375, 0.56640625, 1.0, 0.4765625, 0.53125, 0.765625, 1.0, 1.0, 0.79296875, 1.0, 0.8125, 1.0, 0.484375, 1.0, 0.76171875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7734375, 1.0, 0.66015625, 1.0, 0.390625, 1.0, 1.0, 0.8125, 0.9453125, 1.0, 0.53125, 1.0, 0.3671875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.58984375, 1.0, 0.6953125, 0.62890625, 1.0, 0.12109375, 1.0, 0.52734375, 1.0, 0.3828125, 0.87109375, 1.0, 0.203125, 0.93359375, 1.0, 1.0, 1.0, 0.92578125, 1.0, 1.0, 1.0, 1.0, 0.98828125, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.98828125, 1.0, 1.0, 0.921875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.69140625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.55859375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90234375, 1.0, 0.71875, 1.0, 0.1171875, 0.5390625, 1.0, 1.0, 1.0, 0.984375, 1.0, 1.0, 0.65625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.76171875, 0.97265625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5546875, 0.859375, 1.0, 0.63671875, 1.0, 0.6484375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6328125, 1.0, 1.0, 1.0, 1.0, 1.0]
greater than 0.5: 765
less than 0.01: 1
11)
800,120,80,55
same as above
Result:
final synaptic weight: [1.0, 1.0, 1.0, 1.0, 0.27734375, 1.0, 1.0, 1.0, 0.60546875, 1.0, 0.14453125, 0.1796875, 0.75390625, 0.6875, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 0.796875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.41015625, 1.0, 1.0, 1.0, 1.0, 0.51953125, 1.0, 1.0, 1.0, 0.58984375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8046875, 1.0, 0.5625, 1.0, 1.0, 1.0, 1.0, 0.859375, 1.0, 0.62890625, 0.7734375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.98828125, 1.0, 1.0, 1.0, 0.9453125, 1.0, 1.0, 1.0, 0.55859375, 0.8125, 1.0, 0.50390625, 1.0, 0.93359375, 0.5390625, 1.0, 1.0, 0.5859375, 1.0, 1.0, 1.0, 1.0, 0.72265625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.35546875, 0.60546875, 0.375, 1.0, 1.0, 0.69921875, 1.0, 1.0, 1.0, 0.7421875, 1.0, 1.0, 0.5, 0.1484375, 0.5390625, 0.70703125, 0.51953125, 0.69921875, 1.0, 1.0, 0.93359375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.91015625, 1.0, 1.0, 0.61328125, 1.0, 1.0, 0.625, 1.0, 0.6796875, 1.0, 1.0, 0.7109375, 1.0, 1.0, 0.56640625, 1.0, 0.59375, 1.0, 1.0, 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0.7890625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.53125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.546875, 1.0, 1.0, 1.0, 0.60546875, 1.0, 0.828125, 0.546875, 0.703125, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.03515625, 1.0, 0.6953125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6953125, 1.0, 1.0, 0.90234375, 1.0, 1.0, 1.0, 0.59375, 1.0, 0.859375, 1.0, 1.0, 0.85546875, 1.0, 1.0, 0.53515625, 1.0, 1.0, 0.3984375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90625, 1.0, 0.62109375, 1.0, 0.71484375, 1.0, 1.0, 1.0, 1.0, 0.51171875, 1.0, 1.0, 1.0, 0.5546875, 1.0, 1.0, 0.0625, 0.57421875, 1.0, 1.0, 0.22265625, 0.62890625, 1.0, 1.0, 0.5, 0.49609375, 0.6171875, 0.2578125, 1.0, 1.0, 0.80078125, 0.9765625, 1.0, 1.0, 0.5390625, 1.0, 0.62890625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.4609375, 1.0, 1.0, 0.82421875, 0.5078125, 0.0, 1.0, 1.0, 1.0, 0.54296875, 0.84765625, 0.38671875, 0.53515625, 1.0, 1.0, 0.8359375, 0.0, 0.3828125, 0.55078125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 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0.41015625, 1.0, 1.0, 0.4765625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.58984375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.97265625, 1.0, 1.0, 0.73046875, 0.87890625, 0.49609375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.86328125, 0.98046875, 1.0, 1.0, 0.890625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.58203125, 1.0, 1.0, 0.66796875, 1.0, 0.31640625, 1.0, 1.0, 0.88671875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
greater than 0.5: 741
less than 0.01: 7
12)
800, 140, 80, 55
same as above
Result:
final synaptic weight: [1.0, 1.0, 1.0, 0.6171875, 1.0, 1.0, 0.5546875, 1.0, 0.7734375, 1.0, 0.56640625, 0.59375, 0.82421875, 0.87890625, 1.0, 0.609375, 1.0, 1.0, 1.0, 1.0, 0.51953125, 1.0, 1.0, 1.0, 0.6171875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.87109375, 1.0, 1.0, 1.0, 1.0, 0.8671875, 1.0, 1.0, 0.61328125, 1.0, 1.0, 1.0, 0.52734375, 1.0, 1.0, 0.62109375, 1.0, 1.0, 1.0, 0.53125, 1.0, 1.0, 0.54296875, 1.0, 1.0, 1.0, 1.0, 0.71484375, 1.0, 1.0, 0.86328125, 0.75390625, 0.66796875, 0.984375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.63671875, 0.609375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6796875, 1.0, 0.859375, 1.0, 0.5703125, 1.0, 1.0, 0.609375, 0.953125, 0.58203125, 0.61328125, 0.53515625, 1.0, 1.0, 0.92578125, 0.91796875, 0.5859375, 0.96484375, 0.97265625, 1.0, 1.0, 1.0, 0.67578125, 1.0, 1.0, 0.75390625, 0.39453125, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.9296875, 0.5546875, 0.69140625, 0.6171875, 1.0, 1.0, 0.61328125, 1.0, 1.0, 1.0, 0.59375, 1.0, 1.0, 0.25390625, 0.71484375, 1.0, 0.53125, 0.64453125, 1.0, 1.0, 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0.94921875, 1.0, 1.0, 0.88671875, 1.0, 0.890625, 1.0, 0.87109375, 1.0, 1.0, 1.0, 0.51171875, 1.0, 0.6484375, 1.0, 1.0, 0.640625, 0.8515625, 1.0, 0.13671875, 0.5390625, 0.58203125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.7734375, 1.0, 1.0, 1.0, 1.0, 0.96875, 0.7890625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8828125, 1.0, 0.484375, 0.53125, 1.0, 1.0, 0.93359375, 1.0, 1.0, 0.6953125, 0.8046875, 1.0, 0.3828125, 0.91796875, 1.0, 1.0, 0.50390625, 1.0, 1.0, 0.9453125, 1.0, 0.5390625, 1.0, 0.91015625, 1.0, 1.0, 1.0, 1.0, 0.8125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9140625, 1.0, 1.0, 1.0, 0.640625, 1.0, 1.0, 0.84765625, 0.55078125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.578125, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.93359375, 1.0, 1.0, 0.27734375, 0.8359375, 0.87890625, 1.0, 1.0, 1.0, 0.60546875, 0.50390625, 1.0, 1.0, 0.921875, 0.9453125, 1.0, 1.0, 0.8515625, 1.0, 0.56640625, 0.78515625, 0.0, 0.57421875, 1.0, 0.2578125, 0.546875, 0.546875, 1.0, 1.0, 0.8203125, 0.6953125, 0.82421875, 1.0, 0.46875, 1.0, 0.65625, 1.0, 1.0, 1.0, 0.4375, 1.0, 1.0, 1.0, 1.0, 0.52734375, 0.22265625, 1.0, 1.0, 1.0, 0.76953125, 1.0, 1.0, 1.0, 0.625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8984375, 1.0, 0.640625, 0.75, 1.0, 0.7890625, 0.9296875, 0.359375, 1.0, 0.6875, 1.0, 1.0, 0.31640625, 1.0, 0.78515625, 1.0, 0.0, 1.0, 1.0, 1.0, 0.984375, 0.9296875, 1.0, 1.0, 1.0, 0.67578125, 0.140625, 0.65625, 0.87109375, 0.90234375, 1.0, 1.0, 0.93359375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.58984375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8203125, 1.0, 1.0, 1.0, 1.0, 0.453125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.953125, 0.9296875, 1.0, 0.796875, 1.0, 0.05078125, 0.25390625, 1.0, 0.74609375, 1.0, 0.5, 0.9453125, 1.0, 0.6484375, 1.0, 1.0, 0.90234375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.54296875, 0.86328125, 1.0, 0.65234375, 1.0, 0.63671875, 1.0, 1.0, 1.0, 0.5078125, 1.0, 0.984375, 0.63671875, 1.0, 1.0, 1.0, 1.0, 1.0]
greater than 0.5: 753
less than 0.01: 5
13)
800, 75, 80, 55
same as above
Result:
final synaptic weight: [1.0, 1.0, 1.0, 0.515625, 0.0, 1.0, 0.9765625, 1.0, 0.6796875, 1.0, 0.171875, 0.62109375, 0.0, 0.75, 1.0, 0.6015625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.92578125, 1.0, 0.8984375, 1.0, 1.0, 1.0, 1.0, 0.6953125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.1796875, 1.0, 1.0, 0.73046875, 1.0, 0.5703125, 1.0, 0.9453125, 1.0, 0.6796875, 1.0, 0.91796875, 0.54296875, 1.0, 0.92578125, 1.0, 0.7109375, 1.0, 1.0, 1.0, 0.94921875, 1.0, 1.0, 1.0, 0.64453125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.84765625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.94140625, 1.0, 1.0, 0.51171875, 1.0, 0.3984375, 1.0, 0.625, 1.0, 1.0, 0.578125, 1.0, 0.50390625, 0.6328125, 0.515625, 1.0, 0.51953125, 0.8828125, 0.78515625, 0.6171875, 1.0, 0.87890625, 0.83203125, 1.0, 1.0, 0.44140625, 0.625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8671875, 0.8984375, 0.7578125, 0.5078125, 0.984375, 0.56640625, 0.3359375, 0.6796875, 0.68359375, 1.0, 0.5, 1.0, 0.62890625, 1.0, 0.671875, 1.0, 1.0, 0.9453125, 1.0, 1.0, 0.67578125, 1.0, 1.0, 0.19921875, 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0.65625, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.67578125, 0.5859375, 1.0, 1.0, 1.0, 0.51171875, 1.0, 1.0, 1.0, 0.53515625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.29296875, 0.765625, 1.0, 0.98046875, 1.0, 1.0, 1.0, 0.38671875, 1.0, 1.0, 0.453125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.10546875, 0.21875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.578125, 1.0, 0.80859375, 0.9609375, 0.88671875, 1.0, 1.0, 0.60546875, 0.890625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.98046875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.765625, 1.0, 1.0, 0.8671875, 1.0, 1.0, 1.0, 1.0, 0.93359375, 0.78515625, 1.0, 0.7734375, 1.0, 1.0, 0.0546875, 1.0, 0.87109375, 1.0, 0.51953125, 1.0, 1.0, 0.5859375, 1.0, 1.0, 1.0, 1.0, 1.0, 0.53125, 1.0, 0.94921875, 1.0, 1.0, 0.65625, 0.8828125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5703125, 1.0, 1.0, 0.69921875, 0.515625, 1.0, 1.0, 1.0, 1.0, 0.66015625, 0.76171875, 1.0, 0.79296875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.66015625, 0.05859375, 0.53125, 0.62109375, 1.0, 0.55078125, 0.0, 0.55859375, 1.0, 1.0, 0.7109375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 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0.87109375, 0.28125, 0.10546875, 0.70703125, 1.0, 1.0, 1.0, 0.90625, 0.59375, 1.0, 0.0859375, 1.0, 1.0, 1.0, 0.2421875, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.9921875, 1.0, 0.3828125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.71484375, 0.52734375, 0.51171875, 1.0, 1.0, 1.0, 1.0, 0.671875, 1.0, 0.94921875, 1.0, 1.0, 1.0, 1.0, 1.0, 0.765625, 0.91796875, 1.0, 0.37890625, 1.0, 0.95703125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.90234375, 0.1875, 1.0, 1.0, 0.984375, 0.74609375, 1.0, 0.765625, 0.70703125, 0.8203125, 1.0, 1.0, 0.765625, 1.0, 1.0, 0.7265625, 1.0, 1.0, 1.0, 1.0, 1.0, 0.55078125, 0.6328125, 1.0, 1.0, 0.7578125, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.70703125, 1.0]
greater than 0.5: 737
less than 0.01: 9