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COLT
1995
Springer
13 years 8 months ago
Predictive Hebbian Learning
Terrence J. Sejnowski, Peter Dayan, P. Read Montag...
NIPS
1993
13 years 6 months ago
Foraging in an Uncertain Environment Using Predictive Hebbian Learning
P. Read Montague, Peter Dayan, Terrence J. Sejnows...
IJCNN
2006
IEEE
13 years 11 months ago
Preparing More Effective Liquid State Machines Using Hebbian Learning
—In Liquid State Machines, separation is a critical attribute of the liquid—which is traditionally not trained. The effects of using Hebbian learning in the liquid to improve s...
David Norton, Dan Ventura
ISCAS
2003
IEEE
117views Hardware» more  ISCAS 2003»
13 years 10 months ago
Learning temporal correlations in biologically-inspired aVLSI
Temporally-asymmetric Hebbian learning is a class of algorithms motivated by data from recent neurophysiology experiments. While traditional Hebbian learning rules use mean firin...
Adria Bofill-i-Petit, Alan F. Murray
AROBOTS
1999
110views more  AROBOTS 1999»
13 years 4 months ago
Self-Localization of Autonomous Robots by Hidden Representations
We present a framework for constructing representations of space in an autonomous agent which does not obtain any direct information about its location. Instead the algorithm relie...
J. Michael Herrmann, Klaus Pawelzik, Theo Geisel