Neuromorphic Computing With Address-Event-Representation Using Time-to-Event Margin Propagation

Address-Event-Representation (AER) is a spike-routing protocol that allows the scaling of neuromorphic and spiking neural network (SNN) architectures. However, in conventional neuromorphic architectures, the AER protocol and in general, any virtual interconnect plays only a passive role in computati...

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Veröffentlicht in:	IEEE journal on emerging and selected topics in circuits and systems 2023-12, Vol.13 (4), p.1114-1124
Hauptverfasser:	Srivatsav, R. Madhuvanthi, Chakrabartty, Shantanu, Thakur, Chetan Singh
Format:	Artikel
Sprache:	eng
Schlagworte:	address event representation algorithms Artificial neural networks Biological neural networks Computer architecture Datasets Delays Encoding Integrated circuit interconnections Mathematical models Neural networks Neuromorphic computing Neurons Representations spiking neural networks
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