Wyatt D. Whiting

G-Net: A Provably Easy Construction of High-Accuracy Random Binary Neural Networks

We propose a novel randomized algorithm for constructing binary neural networks with tunable accuracy. This approach is motivated by hyperdimensional computing (HDC), which is a brain-inspired paradigm that leverages high-dimensional vector representations, offering efficient hardware implementation…