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Modelle neuronaler Systeme

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The orientation tuning width of the spike response of neuron in layer V1 of primary visual cortex does not change with contrast of input signal. It is also known that cortical neurons exhibit tremendous irregularity in their discharge pattern which is con
Zitatschlüssel Garg2004
Autor Garg, A. and Bhaumik, B. and Obermayer, K.
Buchtitel Lecture Notes in Computer Science
Seiten 90 – 95
Jahr 2004
ISBN 978-3-540-23931-4, 978-3-540-30499-9
ISSN 0302-9743
DOI 10.1007/978-3-540-30499-9_13
Jahrgang 3316
Verlag Springer-Verlag
Zusammenfassung The orientation tuning width of the spike response of neuron in layer V1 of primary visual cortex does not change with contrast of input signal. It is also known that cortical neurons exhibit tremendous irregularity in their discharge pattern which is conserved over large regions of cerebral cortex. To produce this irregularity in responses the neurons must receive balanced excitation and inhibition. By a modeling study we show that if this balance is maintained for all levels of contrast it results in variable discharge patterns of cortical neurons at all contrast and also in contrast invariant orientation tuning. Further, this study supports the role of inhibition in shaping the responses of cortical neurons and we also obtain changes in circular variance with changing contrast, similar to what is observed experimentally.
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