2 papers
cs.CV2023
An Encoding Framework for Binarized Images using HyperDimensional Computing
Laura Smets, Werner Van Leekwijck, Ing Jyh Tsang +1
Hyperdimensional Computing (HDC) is a brain-inspired and light-weight machine learning method. It has received significant attention in the literature as a candidate to be applied…
cs.NE2023
Co-learning synaptic delays, weights and adaptation in spiking neural networks
Lucas Deckers, Laurens Van Damme, Ing Jyh Tsang +2
Spiking neural networks (SNN) distinguish themselves from artificial neural networks (ANN) because of their inherent temporal processing and spike-based computations, enabling a po…