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      Hypotheses of neural code and the information model of the neuron detector

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          Abstract

          This paper deals with the problem of neural code solving. On the basis of the formulated hypotheses, the information model of a neuron detector is suggested, the detector being one of the basic elements of an artificial neural network (ANN). The paper subjects the connectionist paradigm of ANN building to criticism and suggests a new presentation paradigm for ANN building and neuro-elements (NE) learning. The adequacy of the suggested model is proved by the fact that it does not contradict the modern propositions of neuropsychology and neurophysiology.

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          Most cited references 13

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          Neural Networks and Learning Machines

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            The organization of behavior, a neuropsychological theory

             DO Hebb,  D. HEBB,  D.O. HEBB (1949)
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              Conditioned Reflexes. An Investigation of the Physiological Activity of the Cerebral Cortex

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                Author and article information

                Contributors
                Journal
                SOR-COMPSCI
                ScienceOpen Research
                ScienceOpen
                2199-1006
                08 December 2014
                : 0 (ID: b0523e94-8eec-4a4a-a9a1-e92625c17f94 )
                : 0
                : 1-8
                Affiliations
                [1 ]Department of Computer Science and Intellectual Property, Faculty of Computer and Information Technology, National Technical University “Kharkiv Polytechnic Institute”, Kharkiv, Ukraine
                Author notes
                [* ]Corresponding author's e-mail address: pargin@ 123456mipk.kharkiv.edu
                Article
                2177:XE
                10.14293/S2199-1006.1.SOR-COMPSCI.AP5TO7.v1
                © 2014 Y. Parzhin.

                This work has been published open access under Creative Commons Attribution License CC BY 4.0 , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Conditions, terms of use and publishing policy can be found at www.scienceopen.com .

                Page count
                Figures: 5, Tables: 0, References: 16, Pages: 8
                Product
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                Original article

                Computer science

                neuron-detector, artificial neural network, neural code, artificial intelligence

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