Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network

Zhao, Bo; Ding, Ruoxi; Chen, Shoushun; Linares-Barranco, B.; Tang, Huajin

doi:10.1109/tnnls.2014.2362542

Public

Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network

Published in IEEE Transactions on Neural Networks and Learning Systems • Oct 22, 2014

Authors:

Bo Zhao

Ruoxi Ding

Shoushun Chen

Abstract

This paper introduces an event-driven feedforward categorization system, which takes data from a temporal contrast address event representation (AER) sensor. The proposed system extracts bio-inspired cortex-like features and discriminates different patterns using an AER based tempotron classifier (a...

Subject

MNIST database

Computer science

Preprocessor

Research Assistant

AI chat, annotations, notes & similar papers

Finding related papers...

Discussions

(0)

No comments yet

Be the first to share your thoughts!