Literature DB >> 19003474

Outline of a novel architecture for cortical computation.

Kaushik Majumdar1.   

Abstract

In this paper a novel architecture for cortical computation has been proposed. This architecture is composed of computing paths consisting of neurons and synapses. These paths have been decomposed into lateral, longitudinal and vertical components. Cortical computation has then been decomposed into lateral computation (LaC), longitudinal computation (LoC) and vertical computation (VeC). It has been shown that various loop structures in the cortical circuit play important roles in cortical computation as well as in memory storage and retrieval, keeping in conformity with the molecular basis of short and long term memory. A new learning scheme for the brain has also been proposed and how it is implemented within the proposed architecture has been explained. A few mathematical results about the architecture have been proposed, some of which are without proof.

Year:  2007        PMID: 19003474      PMCID: PMC2289252          DOI: 10.1007/s11571-007-9034-9

Source DB:  PubMed          Journal:  Cogn Neurodyn        ISSN: 1871-4080            Impact factor:   5.082


  14 in total

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Authors:  S J Martin; P D Grimwood; R G Morris
Journal:  Annu Rev Neurosci       Date:  2000       Impact factor: 12.449

Review 2.  Dynamic predictions: oscillations and synchrony in top-down processing.

Authors:  A K Engel; P Fries; W Singer
Journal:  Nat Rev Neurosci       Date:  2001-10       Impact factor: 34.870

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Authors:  Joshua T Trachtenberg; Brian E Chen; Graham W Knott; Guoping Feng; Joshua R Sanes; Egbert Welker; Karel Svoboda
Journal:  Nature       Date:  2002 Dec 19-26       Impact factor: 49.962

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Journal:  Biol Cybern       Date:  1992       Impact factor: 2.086

Review 5.  Modulation of neural networks for behavior.

Authors:  R M Harris-Warrick; E Marder
Journal:  Annu Rev Neurosci       Date:  1991       Impact factor: 12.449

Review 6.  Functional neuroanatomy of remote episodic, semantic and spatial memory: a unified account based on multiple trace theory.

Authors:  Morris Moscovitch; R Shayna Rosenbaum; Asaf Gilboa; Donna Rose Addis; Robyn Westmacott; Cheryl Grady; Mary Pat McAndrews; Brian Levine; Sandra Black; Gordon Winocur; Lynn Nadel
Journal:  J Anat       Date:  2005-07       Impact factor: 2.610

Review 7.  On the computational architecture of the neocortex. I. The role of the thalamo-cortical loop.

Authors:  D Mumford
Journal:  Biol Cybern       Date:  1991       Impact factor: 2.086

Review 8.  Consciousness and complexity.

Authors:  G Tononi; G M Edelman
Journal:  Science       Date:  1998-12-04       Impact factor: 47.728

Review 9.  The functional logic of cortical connections.

Authors:  S Zeki; S Shipp
Journal:  Nature       Date:  1988-09-22       Impact factor: 49.962

10.  Neural networks and physical systems with emergent collective computational abilities.

Authors:  J J Hopfield
Journal:  Proc Natl Acad Sci U S A       Date:  1982-04       Impact factor: 11.205

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