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» Objective Functions for Neural Map Formation
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ICANN
1997
Springer
13 years 9 months ago
Objective Functions for Neural Map Formation
Laurenz Wiskott, Terrence J. Sejnowski
NECO
1998
171views more  NECO 1998»
13 years 4 months ago
Constrained Optimization for Neural Map Formation: A Unifying Framework for Weight Growth and Normalization
three different levels of abstraction: detailed models including ctivity dynamics, weight dynamics that abstract from the neural activity dynamics by an adiabatic approximation, an...
Laurenz Wiskott, Terrence J. Sejnowski
ISCAS
2005
IEEE
114views Hardware» more  ISCAS 2005»
13 years 10 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...
BVAI
2005
Springer
13 years 10 months ago
A Neural Model of Human Object Recognition Development
The human capability of recognizing objects visually is here held to be a function emerging as result of interactions between epigenetic influences and basic neural plasticity mec...
Rosaria Grazia Domenella, Alessio Plebe
IJON
2002
219views more  IJON 2002»
13 years 4 months ago
NEURObjects: an object-oriented library for neural network development
NEURObjects is a set of C++ library classes for neural network development, exploiting the potentialities of object-oriented design and programming. The main goal of the library c...
Giorgio Valentini, Francesco Masulli