A Novel FPGA-based CNN Hardware Accelerator: Optimization for Convolutional Layers using Karatsuba Ofman Multiplier

Amit Sarkar

A new architecture of CNN hardware accelerator is presented. Convolutional Neural Networks (CNNs) are a subclass of neural networks that have demonstrated outstanding performance i…