A modeling study of the dynamic interplay between pathways in the thalamocortical visual system: The Magno and Koniocellular streams case

Carlos Carvajal 1, 2, 3, * Thierry Viéville 1 Frédéric Alexandre 1, 2, 3
* Auteur correspondant
1 Mnemosyne - Mnemonic Synergy
LaBRI - Laboratoire Bordelais de Recherche en Informatique, Inria Bordeaux - Sud-Ouest, IMN - Institut des Maladies Neurodégénératives [Bordeaux]
Abstract : In the early visual system, regarding the detection of a visual event, local motion information is pre-processed in the Magnocellular pathway, while it has been shown that the Koniocellular pathway also plays an important role, providing a global a-priori estimation about such a kind of information processing. However, the functional interplay between these two parallel pathways remains partially understood. To fill this gap, we investigate, through simulations, the impact of the multi-scale characteristics of the Konio pathway in the Magno-driven thalamocortical system of the mammal. We propose a systemic retino-thalamo-cortico-collicular model, including feedforward, feedback and inhibitory connections. In order to provide a discriminative framework, the model implements minimal algorithms, such as spatio-temporal filters and dynamic neural fields, and is fed with a sequence of images. Our results show that the multi-scale interactions between both pathways, integrating local and larger image cues, account for target discrimination, selection and tracking in the presence of threats or targets. This approach proposes an innovative answer to the interplay issues between these pathways, and it is generalizable to other visuo-motor functions.
Type de document :
Autre publication
Poster of past and ongoing thesis/research work for the autumn conference of my graduate school (.. 2013
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https://hal.inria.fr/hal-00874115
Contributeur : Carlos Carvajal <>
Soumis le : jeudi 17 octobre 2013 - 11:45:14
Dernière modification le : jeudi 11 janvier 2018 - 06:25:41

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  • HAL Id : hal-00874115, version 1

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Carlos Carvajal, Thierry Viéville, Frédéric Alexandre. A modeling study of the dynamic interplay between pathways in the thalamocortical visual system: The Magno and Koniocellular streams case. Poster of past and ongoing thesis/research work for the autumn conference of my graduate school (.. 2013. 〈hal-00874115〉

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