Spiking Neural Networks

Ultra-Low Power AI Chip: Neural Pulses Require Only 0.02% Energy

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Ultra-Low Power AI Chip: Neural Pulses Require Only 0.02% Energy

Machine Heart Reports Machine Heart Editorial Department This artificial intelligence chip achieves a new ultra-low power consumption. The human brain is not very large, yet it carries all computational tasks. For this reason, many researchers have begun to explore the creation of artificial networks that simulate the processing of brain neural signals. This type of … 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