Neuromorphic Computing

Comprehensive Survey on Neuromorphic Computing and Neural Network Hardware: From Research Overview to Future Prospects

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Comprehensive Survey on Neuromorphic Computing and Neural Network Hardware: From Research Overview to Future Prospects

Selected from arXiv Compiled by Machine Heart Contributors: Jane W, Wu Pan Neuromorphic computing is considered an important direction for future artificial intelligence computing. Recently, several researchers from the Institute of Electrical and Electronics Engineers (IEEE) jointly published an 88-page overview paper that comprehensively reviews the development of neuromorphic computing over the past 35 years … Read more

New Architecture Introduced for Spiking Neural Networks

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New Architecture Introduced for Spiking Neural Networks

Neuromorphic computing is a brain-like computing paradigm, generally referring to running Spiking Neural Networks (SNN) on neuromorphic chips. Essentially, neuromorphic computing is a design paradigm driven by algorithms. With its low-power advantages, neuromorphic computing is also considered a “potential substitute” for traditional AI. Understanding neuromorphic computing should be approached from a system level, rather than … Read more