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» Self-organized cortical map formation by guiding connections
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122
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ICANN
2010
Springer
15 years 1 months ago
Self-Organization of Steerable Topographic Mappings as Basis for Translation Invariance
One way to handle the perception of images that change in position (or size, orientation or deformation) is to invoke rapidly changing fiber projections to project images into a fi...
Junmei Zhu, Urs Bergmann, Christoph von der Malsbu...
71
Voted
ISCAS
2005
IEEE
114views Hardware» more  ISCAS 2005»
15 years 6 months ago
Self-organized cortical map formation by guiding connections
We describe an algorithm for self-organizing connections from a source array to a target array of neurons that is inspired by neural growth cone guidance. Each source neuron proje...
Stanley Y. M. Lam, Bertram Emil Shi, Kwabena Boahe...
106
Voted
AUSAI
2006
Springer
15 years 2 months ago
Feedback in Multimodal Self-organizing Networks Enhances Perception of Corrupted Stimuli
Abstract. It is known from psychology and neuroscience that multimodal integration of sensory information enhances the perception of stimuli that are corrupted in one or more modal...
Andrew P. Paplinski, Lennart Gustafsson
124
Voted
BC
2002
133views more  BC 2002»
15 years 18 days ago
Cortical network reorganization guided by sensory input features
Abstract. Sensory experience alters the functional organization of cortical networks. Previous studies using behavioral training motivated by aversive or rewarding stimuli have dem...
Michael P. Kilgard, Pritesh K. Pandya, Navzer D. E...
ESANN
2007
15 years 2 months ago
Toward a robust 2D spatio-temporal self-organization
Abstract. Several models have been proposed for spatio-temporal selforganization, among which the TOM model by Wiemer [1] is particularly promising. In this paper, we propose to ad...
Thomas Girod, Laurent Bougrain, Frédé...