Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition

Artificial neural networks (ANN) have become the mainstream acoustic modeling technique for large vocabulary automatic speech recognition (ASR). A conventional ANN features a multi-layer architecture that requires massive amounts of computation. The brain-inspired spiking neural networks (SNN) close...

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Bibliographische Detailangaben
Veröffentlicht in:Front Neurosci
Hauptverfasser: Wu, Jibin, Yılmaz, Emre, Zhang, Malu, Li, Haizhou, Tan, Kay Chen
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2020
Schlagworte:
Neuroscience
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7090229/
https://ncbi.nlm.nih.gov/pubmed/32256308
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00199
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