Backed by sophisticated neural networks (NNs) that simulate the functions of the human brain, Artificial Intelligence (AI) has positioned itself to address complex problems in intelligence, as ...

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We focus on three key hyperparameters: surrogate gradient functions, beta, and membrane threshold. Results on an FPGA-based hardware platform show that the fast sigmoid surrogate function yields a ...