Ontology highlight
ABSTRACT:
SUBMITTER: Wu J
PROVIDER: S-EPMC7090229 | biostudies-literature | 2020
REPOSITORIES: biostudies-literature
Wu Jibin J Yılmaz Emre E Zhang Malu M Li Haizhou H Tan Kay Chen KC
Frontiers in neuroscience 20200317
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) closely mimic the biological neural networks and can operate on low-power neuromorphic hardware with spike-based computation. Motivated by their unprecedented energy-efficiency and rapid information proces ...[more]