Search Results for author: Abhishek Khanna

Found 2 papers, 1 papers with code

Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference

no code implementations20 Feb 2021 Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta

We experimentally show that the inherent stochastic switching of the selector element between the insulator and metallic state introduces a multiplicative stochastic noise within the synapses of NSM that samples the conductance states of the FeFET, both during learning and inference.

Bayesian Inference Decision Making +1

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