Reconfigurable field‐programmable gate array‐based on‐chip learning neuromorphic digital implementation for nonlinear function approximation

M Gholami, E Zaman Farsa… - International Journal of …, 2021 - Wiley Online Library
Hardware implementations of spiking neural networks, which are known as neuromorphic
architectures, provide an explicit understanding of brain performance. As a result, biological …

Digital multiplier-less spiking neural network architecture of reinforcement learning in a context-dependent task

H Asgari, BMN Maybodi, R Kreiser… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Neuromorphic engineers develop event-based spiking neural networks (SNNs) in hardware.
These SNNs closer resemble the dynamics of biological neurons than conventional artificial …