Adaptive Convolutional Neural Networks for Enhanced Memory Retention and Restoration in Optoelectronic Vision Devices

Adaptive Convolutional Neural Networks for Enhanced Memory Retention and Restoration in Optoelectronic Vision Devices

Optoelectronic devices based on optically responsive materials have gained significant attention due to their low cross talk and reduced power consumption. These devices rely on light‐induced changes in conductance states, which are used to create synaptic weights for image recognition tasks in neur...

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Bibliographic Details
Main Authors: Thiha Aung, Taimur Ahmed, Aishani Mazumder, Aaron Elbourne, Abhishek Ranjan, Nitu Syed, Torben Daeneke, Chung Kim Nguyen, Akram AI-Hourani, Sumeet Walia
Format: Article
Language:English
Published: Wiley 2023-08-01
Series:Advanced Intelligent Systems
Subjects:
convolutional neural networks
machine vision
memory retention
neuromorphic photonics
optoelectronics
Online Access:https://doi.org/10.1002/aisy.202300069

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