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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Автори:	Sai Shubham, Nikhilesh Myanapuri, Siddharth Mohanty, Sandip Lashkare
Формат:	Artigo
Мова:	Inglês
Опубліковано:	IEEE 2025-01-01
Серія:	IEEE Journal of the Electron Devices Society
Предмети:	Oscillator oscillatory neural network (ONN) fault tolerance stuck-at fault frequency fault bridge fault
Онлайн доступ:	https://ieeexplore.ieee.org/document/11023548/
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