Fault Tolerance of Oscillatory Neural Network: Device Oscillator-Based Small Network to Digital Oscillator-Based Large Networks

Oscillatory Neural Networks (ONN) are inevitable when it comes to solving combinatorial optimization problems. ONNs are also extremely energy efficient for AI workloads compared to conventional Deep Neural Networks (DNNs). Analysis of fault and failure tolerance of ONNs is crucial for understanding...

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Bibliographic Details
Main Authors: Sai Shubham, Nikhilesh Myanapuri, Siddharth Mohanty, Sandip Lashkare
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of the Electron Devices Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11023548/
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