Single silicon synaptic device for stochastic binary spike-timing-dependent plasticity
Sign Up to like & getrecommendations! Published in 2023 at "Semiconductor Science and Technology"
DOI: 10.1088/1361-6641/acd809
Abstract: In this paper, we present a single silicon synaptic device that enables stochastic binary spike-timing-dependent plasticity. The single silicon synaptic device, which is similar to a conventional metal-oxide-semiconductor field-effect transistor structure, is implemented using standard… read more here.
Keywords: silicon synaptic; stochastic binary; single silicon; synaptic device ... See more keywords
Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2021.781786
Abstract: With recent advances in the field of artificial intelligence (AI) such as binarized neural networks (BNNs), a wide variety of vision applications with energy-optimized implementations have become possible at the edge. Such networks have the… read more here.
Keywords: cnn architectures; hardware; stochastic binary; efficient stochastic ... See more keywords