Modeling Fast Plasticity Phenomena in the Mammalian Primary Visual Cortex

Author(s)

Rodrigo Freire Oliveira

• Document type: Doctoral Thesis
• Press: Ribeirão Preto.
• Institution: Universidade de São Paulo (USP). Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto (PCARP/BC)
• Defense date: 2006-10-09

Examining board members

Antonio Carlos Roque da Silva Filho; Luciano da Fontoura Costa; Sergio Sheiji Fukusima; Reynaldo Daniel Pinto; Renato Tinós

• Advisor: Antonio Carlos Roque da Silva Filho

Abstract

V1 neurons are selective for the orientation, direction and spatial frequency of stimuli presented at their receptive fields. The last 40 years have witnessed the accumulation of a considerable amount of theory and data about the cortical processing of feature selectivity. Yet the mechanisms that underly orientation preference, one of the most conspicuous features of early visual cortical processing, remain far from reaching a consensus. This landscape gets even richer with the recent recognition of different time scales of plasticity operating as early as V1 resulting in a dynamic organization of orientation selectivity previously thought to be rigid and unmodifiable in the adult cortex. In this work we present a spiking neuron model of the primate primary visual cortex composed of 6 cortical layers, representing the M channel of visual processing. The physiological and architectural properties of the model were derived from experimental data for the primate visual pathway. In the first part we present the orientation selectivity profile of the model and discuss its relationship to experimental reports. Neurons have shown a diversity of orientation selectivity dependent responses consistent with data (measured with OSI, CV, HWB). This diversity is thought to reflect the electrophysiological heterogeneity of model cortical cells and the different patterns of laminar circuitry. In the second part of this study we examine the role of shortterm plasticity of the intracortical circuitry in the dynamic modification of orientation selectivity profiles. Depression and shift around preferred orientation but not enhancement at the far flank of the tuning curves are observed. Simulated neurons have also shown some diversity in short-term plasticity restricted to layers with high density of bursting cells. (AU)