Recent trends in neuromorphic systems for non-von Neumann in materia computing and cognitive functionalities
Indrajit Mondal,
Rohit Attri,
Tejaswini S. Rao
et al.
Abstract:In the era of artificial intelligence and smart automated systems, the quest for efficient data processing has driven exploration into neuromorphic systems, aiming to replicate brain functionality and complex cognitive actions. This review assesses, based on recent literature, the challenges and progress in developing basic neuromorphic systems, focusing on “material-neuron” concepts, that integrate structural similarities, analog memory, retention, and Hebbian learning of the brain, contrasting with conventio… Show more
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