ProjectZ

Attempt to implement MultiLayer Perceptron in hardware descriptive language like VHDL.

Reason for hardware level implementation

• Increases Efficiency
• High level of parallelism and piplining
• Implementation cost is low

Idea

• Inputs: n-parallel signal cables
• Output: m-parallel signal cables
• SRAM: To store weights
• Multiplier/Adder: To evaluate weighted sum
• Buffer: Because multiplication would be parallel, but for adding weighted sums we need to maintain previous sum every time which works likes a left-over sum or carry sum for next calculation.
• Activation Function: MLP Activation Function.

License

• Aastha Gupta
• Aman Priyadarshi