Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware

Braille letter reading: A benchmark for spatio-temporal pattern recognition on neuromorphic hardware

Spatio-temporal pattern recognition is a fundamental ability of the brain which is required for numerous real-world activities. Recent deep learning approaches have reached outstanding accuracies in such tasks, but their implementation on conventional embedded solutions is still very computationally...

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Bibliographic Details
Main Authors: Simon F. Müller-Cleve, Vittorio Fra, Lyes Khacef, Alejandro Pequeño-Zurro, Daniel Klepatsch, Evelina Forno, Diego G. Ivanovich, Shavika Rastogi, Gianvito Urgese, Friedemann Zenke, Chiara Bartolozzi
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Neuroscience
Subjects:
spatio-temporal pattern recognition
Braille reading
tactile sensing
event-based encoding
neuromorphic hardware
spiking neural networks
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.951164/full

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https://www.frontiersin.org/articles/10.3389/fnins.2022.951164/full

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