Event-Based Computation for Touch Localization Based on Precise Spike Timing

Event-Based Computation for Touch Localization Based on Precise Spike Timing

Precise spike timing and temporal coding are used extensively within the nervous system of insects and in the sensory periphery of higher order animals. However, conventional Artificial Neural Networks (ANNs) and machine learning algorithms cannot take advantage of this coding strategy, due to their...

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Bibliographic Details
Main Authors: Germain Haessig, Moritz B. Milde, Pau Vilimelis Aceituno, Omar Oubari, James C. Knight, André van Schaik, Ryad B. Benosman, Giacomo Indiveri
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Neuroscience
Subjects:
temporal coding
event-based sensors
spatio-temporal patterns
spike-based computing
touch localization
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00420/full

Internet

https://www.frontiersin.org/article/10.3389/fnins.2020.00420/full

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