Original title: KAM-DIMATIA Series 2004-695 and ITI Series 2004-216. On the Non-Learnability of a Single Spiking Neuron
Translated title: O nemožnosti učení neuronů s impulsy
Authors: Sgall, Jiří ; Šíma, J.
Document type: Research reports
Year: 2004
Language: eng
Abstract: [eng] [cze]
The computational complexity of training a single spiking neuron N with adjustable synaptic delays and binary coded inputs and output is studied. A synchronization technique is introduced so that the results concerning the non-learnability of spiking neurons with binary delays are generalized to arbitrary delays. Článek dokazuje nemožnost učení neuronů s impulsy.
Keywords: learning theory; neural networks
Project no.: CEZ:AV0Z1019905 (CEP), LN00A056 (CEP), IAA1019401 (CEP)
Funding provider: GA MŠk, GA AV ČR

Institution: Institute of Mathematics AS ČR (web)
Document availability information: Fulltext is available at the institute of the Academy of Sciences.
Original record: http://hdl.handle.net/11104/0014098

Permalink: http://www.nusl.cz/ntk/nusl-20192


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Research > Institutes ASCR > Institute of Mathematics
Reports > Research reports