NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data

The brain functions as a spatio-temporal information processing machine. Spatio- and spectro-temporal brain data (STBD) are the most commonly collected data for measuring brain response to external stimuli. An enormous amount of such data has been already collected, including brain structural and fu...

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Bibliographic Details
Published in:	Neural networks Vol. 52; pp. 62 - 76
Main Author:	Kasabov, Nikola K.
Format:	Journal Article
Language:	English
Published:	Kidlington Elsevier Ltd 01.04.2014 Elsevier
Subjects:	Action Potentials Animals Applied sciences Artificial intelligence Associative memory Biological and medical sciences Brain Brain - anatomy & histology Brain - physiology Brain Mapping - methods Central nervous system Computation Computational neuro-genetic modeling Computer science; control theory; systems Connectionism. Neural networks Data mining Data processing. List processing. Character string processing EEG Electrophysiology Exact sciences and technology Finite automata for spatio-temporal data FMRI Fundamental and applied biological sciences. Psychology Gene regulatory networks Genes Humans Learning Mathematical models Memory organisation. Data processing Models, Neurological Molecular and cellular biology Molecular genetics Neural networks Neural Networks (Computer) Neural Pathways - anatomy & histology Neural Pathways - physiology Neurogenetic data Neurons - physiology Pattern recognition Software Spatio-temporal brain data Spiking Spiking neural networks Stimuli Time Transcription. Transcription factor. Splicing. Rna processing Vertebrates: nervous system and sense organs Associative memory Finite automata for spatio-temporal data Gene regulatory networks Computational neuro-genetic modeling EEG Spiking neural networks Neurogenetic data Spatio-temporal brain data Pattern recognition Data mining FMRI Space time correlation Brain Spiking neuron Central nervous system Network architecture Temporal databases Electroencephalography Modeling Encephalon Neuroscience Static model Classification Internal structure Learning algorithm Bioinformatics Data analysis Cluster Functional analysis Neural network Gene expression Nuclear magnetic resonance imaging Information processing Medical imagery Artificial intelligence Data gathering Functional imaging
ISSN:	0893-6080, 1879-2782, 1879-2782
Online Access:	Get full text
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