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

• 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

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...