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» Polychronization: Computation with Spikes
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BIOSYSTEMS
2008
84views more  BIOSYSTEMS 2008»
13 years 7 months ago
Decoding spike timing: The differential reverse-correlation method
It is widely acknowledged that detailed timing of action potentials is used to encode information, for example, in auditory pathways; however, the computational tools required to ...
Gasper Tkacik, Marcelo O. Magnasco
IJON
1998
95views more  IJON 1998»
13 years 7 months ago
Self-organization and segmentation in a laterally connected orientation map of spiking neurons
The RF-SLISSOM model integrates two separate lines of research on computational modeling of the visual cortex. Laterally connected self-organizing maps have been used to model how...
Yoonsuck Choe, Risto Miikkulainen
ACSC
2006
IEEE
14 years 1 months ago
SPiKE: engineering malware analysis tools using unobtrusive binary-instrumentation
Malware — a generic term that encompasses viruses, trojans, spywares and other intrusive code — is widespread today. Malware analysis is a multi-step process providing insight...
Amit Vasudevan, Ramesh Yerraballi
NIPS
2007
13 years 9 months ago
A neural network implementing optimal state estimation based on dynamic spike train decoding
It is becoming increasingly evident that organisms acting in uncertain dynamical environments often employ exact or approximate Bayesian statistical calculations in order to conti...
Omer Bobrowski, Ron Meir, Shy Shoham, Yonina C. El...
ICASSP
2011
IEEE
12 years 11 months ago
Design and implementation of cubic spline interpolation for spike sorting microsystems
Abstract—Accurate spike sorting is important for neuroscientific and neuroprosthetic applications. The sorting of spikes depends on the features extracted from the neural wavefo...
Tung-Chien Chen, Yun-Yu Chen, Tsung-Chuan Ma, Lian...