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NECO
2007
65views more  NECO 2007»
14 years 9 months ago
Fast Population Coding
Quentin J. M. Huys, Richard S. Zemel, Rama Nataraj...
IJCNN
2006
IEEE
15 years 3 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»
14 years 8 months ago
Learning Spike-Based Population Codes by Reward and Population Feedback
Johannes Friedrich, Robert Urbanczik, Walter Senn
ESANN
2004
14 years 11 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»
14 years 9 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