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» Polychronization: Computation with Spikes
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NN
2007
Springer
14 years 11 months ago
Edge of chaos and prediction of computational performance for neural circuit models
We analyze in this article the significance of the edge of chaos for real-time computations in neural microcircuit models consisting of spiking neurons and dynamic synapses. We ...
Robert A. Legenstein, Wolfgang Maass
NECO
2010
147views more  NECO 2010»
14 years 10 months ago
Connectivity, Dynamics, and Memory in Reservoir Computing with Binary and Analog Neurons
Abstract: Reservoir Computing (RC) systems are powerful models for online computations on input sequences. They consist of a memoryless readout neuron which is trained on top of a ...
Lars Büsing, Benjamin Schrauwen, Robert A. Le...
IJHPCA
2006
109views more  IJHPCA 2006»
14 years 11 months ago
A Resource Leasing Policy for on-Demand Computing
Leasing computational resources for on-demand computing is now a viable option for providers of network services. Temporary spikes or lulls in demand for a service can be accommod...
Darin England, Jon B. Weissman
ESANN
2007
15 years 1 months ago
A neural model of cross-modal association in insects
Abstract. We developed a computational model of learning in the Mushroom Body, a region of multimodal integration in the insect brain. Using realistic neural dynamics and a biologi...
Jan Wessnitzer, Barbara Webb
AHS
2007
IEEE
222views Hardware» more  AHS 2007»
15 years 2 hour ago
Programmable Analog VLSI Architecture Based upon Event Coding
Abstract— A programmable analog array inspired from neuronal spike event coding is presented. A configurable event block forms the basic building block of the programmable array...
Thomas Jacob Koickal, Alister Hamilton, Luiz C. P....