3 papers
cs.CV2025
STRMs: Spatial Temporal Reasoning Models for Vision-Based Localization Rivaling GPS Precision
Hin Wai Lui, Jeffrey L. Krichmar
This paper explores vision-based localization through a biologically-inspired approach that mirrors how humans and animals link views or perspectives when navigating their world. W…
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…