Feature Representations for Neuromorphic Audio Spike Streams

Event-driven neuromorphic spiking sensors such as the silicon retina and the silicon cochlea encode the external sensory stimuli as asynchronous streams of spikes across different channels or pixels. Combining state-of-art deep neural networks with the asynchronous outputs of these sensors has produ...

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Bibliographic Details
Main Authors: Jithendar Anumula, Daniel Neil, Tobi Delbruck, Shih-Chii Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-02-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fnins.2018.00023/full