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» Polychronization: Computation with Spikes
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NIPS
2003
13 years 9 months ago
Information Dynamics and Emergent Computation in Recurrent Circuits of Spiking Neurons
We employ an efficient method using Bayesian and linear classifiers for analyzing the dynamics of information in high-dimensional states of generic cortical microcircuit models....
Thomas Natschläger, Wolfgang Maass
IWANN
2011
Springer
12 years 10 months ago
Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons
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...
Romain Brasselet, Roland S. Johansson, Angelo Arle...
EMSOFT
2006
Springer
13 years 11 months ago
Polychronous mode automata
Among related synchronous programming principles, the model of computation of the Polychrony workbench stands out by its capability to give high-level description of systems where...
Jean-Pierre Talpin, Christian Brunette, Thierry Ga...
ICFEM
2003
Springer
14 years 24 days ago
Formal Proof of a Polychronous Protocol for Loosely Time-Triggered Architectures
The verification of safety critical systems has become an area of increasing importance in computer science. The notion of reactive system has emerged to concentrate on problems r...
Mickaël Kerboeuf, David Nowak, Jean-Pierre Ta...
NIPS
2008
13 years 9 months ago
Spike Feature Extraction Using Informative Samples
This paper presents a new spike feature extraction algorithm that targets real-time spike sorting and facilitates miniaturized microchip implementation. The proposed algorithm has...
Zhi Yang, Qi Zhao, Wentai Liu