Associative Memory Demonstrated By a Simple Design of Spiking Neural Network with an Ionic Synaptic Transistor - CEA - Commissariat à l’énergie atomique et aux énergies alternatives
Communication Dans Un Congrès Année : 2023

Associative Memory Demonstrated By a Simple Design of Spiking Neural Network with an Ionic Synaptic Transistor

Résumé

Nanoscale ionic synaptic transistors (SynTs) have been actively investigated for neuromorphic computing applications owing to their excellent overall performance with high resistive switching precision, ultralow operation power, and linear conductance modulation. In this work, we proposed an all-analog neural network circuit with SynT as an artificial synapse to simulate the associative memory, exemplified by Pavlov experiments.
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Dates et versions

cea-04665738 , version 1 (31-07-2024)

Identifiants

  • HAL Id : cea-04665738 , version 1

Citer

Ngoc-Anh Nguyen, Yann Lamy, Raphaël Salot, Marcelo Rozenberg, Sami Oukassi, et al.. Associative Memory Demonstrated By a Simple Design of Spiking Neural Network with an Ionic Synaptic Transistor. IEEE SISC, Dec 2023, San Diego, United States. ⟨cea-04665738⟩
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