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154
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NECO
2010
147views more  NECO 2010»
15 years 1 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...
GECCO
2011
Springer
240views Optimization» more  GECCO 2011»
14 years 6 months ago
Collisions are helpful for computing unique input-output sequences
Computing unique input-output sequences (UIOs) from finite state machines (FSMs) is important for conformance testing in software engineering, where evolutionary algorithms (EAs)...
Chao Qian, Yang Yu, Zhi-Hua Zhou

Publication
189views
17 years 1 months ago
Packet Trains-Measurements and a New Model for Computer Network Traffic
Traffic measurements on a ring local area computer network at the Massachusetts Institute of Technology are presented. The analysis of the arrival pattern shows that the arrival pr...
R. Jain, S. Routhier
104
Voted
IPPS
2007
IEEE
15 years 9 months ago
Middleware and Performance Issues for Computational Finance Applications on Blue Gene/L
We discuss real-world case studies involving the implementation of a web services middleware tier for the IBM Blue Gene/L supercomputer to support financial business applications...
Thomas Phan, Ramesh Natarajan, Satoki Mitsumori, H...
115
Voted
IPPS
2007
IEEE
15 years 9 months ago
Dynamic Load Balancing of Unbalanced Computations Using Message Passing
This paper examines MPI’s ability to support continuous, dynamic load balancing for unbalanced parallel applications. We use an unbalanced tree search benchmark (UTS) to compare...
James Dinan, Stephen Olivier, Gerald Sabin, Jan Pr...