45 search results - page 1 / 9 » Error-backpropagation in temporally encoded networks of spik... |
IJON
2002
13 years 4 months ago
2002
For a network of spiking neurons that encodes information in the timing of individual spike times, we derive a supervised learning rule, SpikeProp, akin to traditional errorbackpr...
ESANN
2000
13 years 5 months ago
2000
Abstract. For a network of spiking neurons with reasonable postsynaptic potentials, we derive a supervised learning rule akin to traditional error-back-propagation, SpikeProp and s...
IWANN
2011
Springer
12 years 7 months ago
2011
Springer
Abstract. We study how primary tactile afferents encode relevant contact features to mediate early processing of haptic information. In this paper, we apply metrical information t...
IJON
2006
13 years 4 months ago
2006
NPL
2002
13 years 4 months ago
2002
This paper presents a model of a network of integrate-and-fire neurons with time delay weights, capable of invariant spatio-temporal pattern recognition. Spatio-temporal patterns a...