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NECO
2007
65views more  NECO 2007»
13 years 4 months ago
Fast Population Coding
Quentin J. M. Huys, Richard S. Zemel, Rama Nataraj...
IJCNN
2006
IEEE
13 years 11 months ago
Backpropagation for Population-Temporal Coded Spiking Neural Networks
Abstract— Supervised learning rules for spiking neural networks are currently only able to use time-to-first-spike coding and are plagued by very irregular learning curves due t...
Benjamin Schrauwen, Jan M. Van Campenhout
NECO
2010
53views more  NECO 2010»
13 years 3 months ago
Learning Spike-Based Population Codes by Reward and Population Feedback
Johannes Friedrich, Robert Urbanczik, Walter Senn
ESANN
2004
13 years 6 months ago
Three dimensional frames of reference transformations using gain modulated populations of neurons
This work investigates whether population vector coding could be a principle mechanism for sensorimotor transformations. This paper presents a formal demonstration of how populatio...
Eric L. Sauser, Aude Billard
IJON
2002
83views more  IJON 2002»
13 years 5 months ago
Population coding with unreliable spikes
The need for a neuronal coding scheme that is robust against the corruption of action potentials seems to support the idea of population rate coding, where the relevance of a sing...
Matthias Bethge, Klaus Pawelzik