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Learning to Recognize Actions From Limited Training Examples Using a Recurrent Spiking Neural Model

A fundamental challenge in machine learning today is to build a model that can learn from few examples. Here, we describe a reservoir based spiking neural model for learning to recognize actions with a limited number of labeled videos. First, we propose a novel encoding, inspired by how microsaccade...

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Pubblicato in:Front Neurosci
Autori principali: Panda, Priyadarshini, Srinivasa, Narayan
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5840233/
https://ncbi.nlm.nih.gov/pubmed/29551962
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00126
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