Serendipitous Offline Learning in a Neuromorphic Robot

We demonstrate a hybrid neuromorphic learning paradigm that learns complex sensorimotor mappings based on a small set of hard-coded reflex behaviors. A mobile robot is first controlled by a basic set of reflexive hand-designed behaviors. All sensor data is provided via a spike-based silicon retina c...

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Bibliographic Details
Main Authors: Stewart, Terrence C., Kleinhans, Ashley, Mundy, Andrew, Conradt, Jörg
Format: Online
Language:English
Published: Frontiers Media S.A. 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4753383/