2 papers
cs.AR2026
A Quarter of a Century of Neuromorphic Architectures on FPGAs -- an Overview
Wiktor J. Szczerek, Artur Podobas
Neuromorphic computing is a relatively new discipline of computer science, where the principles of biological brain's computation and memory are used to create a new way of process…
cs.NE2025
IzhiRISC-V -- a RISC-V-based Processor with Custom ISA Extension for Spiking Neuron Networks Processing with Izhikevich Neurons
Wiktor J. Szczerek, Artur Podobas
Spiking Neural Network processing promises to provide high energy efficiency due to the sparsity of the spiking events. However, when realized on general-purpose hardware -- such a…