A Review of Artificial Spiking Neuron Devices for Neural Processing and Sensing

A spiking neural network (SNN) inspired by the structure and principles of the human brain can significantly enhance the energy efficiency of artificial intelligence computing by overcoming the bottlenecks of the conventional von Neumann architecture with its massive parallelism and spike transmissi...

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Veröffentlicht in:	Advanced functional materials 2022-08, Vol.32 (33), p.n/a
Hauptverfasser:	Han, Joon‐Kyu, Yun, Seong‐Yun, Lee, Sang‐Won, Yu, Ji‐Man, Choi, Yang‐Kyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence artificial neurons Circuits Energy consumption Ferroelectricity Hardware in‐sensor computing Materials science Memristors Neural networks neuromorphic systems Neurons sensory neurons Spiking spiking neural networks Transistors
Online-Zugang:	Volltext
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