Stochastic Spiking Behavior in Neuromorphic Networks Enables True Random Number Generation.
Sign Up to like & getrecommendations! Published in 2021 at "ACS applied materials & interfaces"
DOI: 10.1021/acsami.1c13668
Abstract: There is currently a great deal of interest in the use of nanoscale devices to emulate the behaviors of neurons and synapses and to facilitate brain-inspired computation. Here, it is shown that percolating networks of… read more here.
Keywords: number generation; stochastic spiking; random number; spiking behavior ... See more keywords
Compact Hardware Synthesis of Stochastic Spiking Neural Networks
Sign Up to like & getrecommendations! Published in 2019 at "International journal of neural systems"
DOI: 10.1142/s0129065719500047
Abstract: Spiking neural networks (SNN) are able to emulate real neural behavior with high confidence due to their bio-inspired nature. Many designs have been proposed for the implementation of SNN in hardware, although the realization of… read more here.
Keywords: compact hardware; stochastic spiking; neural networks; synthesis stochastic ... See more keywords