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ESANN
2007
15 years 8 months ago
An overview of reservoir computing: theory, applications and implementations
Training recurrent neural networks is hard. Recently it has however been discovered that it is possible to just construct a random recurrent topology, and only train a single linea...
Benjamin Schrauwen, David Verstraeten, Jan M. Van ...
TEC
2002
166views more  TEC 2002»
15 years 6 months ago
An artificial immune system architecture for computer security applications
With increased global interconnectivity, reliance on e-commerce, network services, and Internet communication, computer security has become a necessity. Organizations must protect ...
Paul K. Harmer, Paul D. Williams, Gregg H. Gunsch,...
CONEXT
2007
ACM
15 years 10 months ago
Folksonomy-based reasoning in opportunistic networks
Disparate algorithms are being designed to decide certain basic questions in opportunistic networks. This position paper describes a nascent idea that aims to provide a single fra...
Nishanth R. Sastry
IEEEICCI
2005
IEEE
16 years 8 days ago
A brain-like computer for cognitive software applications: the Ersatz Brain project
We want to design a suitable computer for the efficient execution of the software now being developed that will display human-like cognitive abilities. Examples of these potential...
J. A. Anderson
192
Voted
IJON
2007
83views more  IJON 2007»
15 years 6 months ago
Neurospaces: Towards automated model partitioning for parallel computers
Parallel computers have the computing power needed to simulate biologically accurate neuronal network models. Partitioning is the process of cutting a model in pieces and assignin...
Hugo Cornelis, Erik De Schutter