LIF_ALIF_AELIF

LIF_ALIF_AELIF.ipynb contains:

• An implementation of LIF neuron model (Leaky Integrate and Fire), Adaptive LIF and Adaptive Exponential LIF from scratch.
• An implementation of 5 different currents to be the input of our neurons.
• An implementation of Line graphs that represent membrane potential of each neuron when exposed to each input current.
• An implementation of Line graphs that represent the frequency of firing of each neuron when exposed to each input current.

Report.pdf contains:

• A complete explanation of required mathematics.
• The results of the project.

next project of computatuinal Neuroscience