2 papers
cs.NE2021
Hessian Aware Quantization of Spiking Neural Networks
Hin Wai Lui, Emre Neftci
To achieve the low latency, high throughput, and energy efficiency benefits of Spiking Neural Networks (SNNs), reducing the memory and compute requirements when running on a neurom…
cs.NE2018
A general learning system based on neuron bursting and tonic firing
Hin Wai Lui
This paper proposes a framework for the biological learning mechanism as a general learning system. The proposal is as follows. The bursting and tonic modes of firing patterns foun…