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NIPS
2008
14 years 8 days ago
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
Randomly connected recurrent neural circuits have proven to be very powerful models for online computations when a trained memoryless readout function is appended. Such Reservoir ...
Benjamin Schrauwen, Lars Buesing, Robert A. Legens...
ALGORITHMICA
2008
110views more  ALGORITHMICA 2008»
13 years 11 months ago
Bandwidth-Constrained Allocation in Grid Computing
Grid computing systems pool together the resources of many workstations to create a virtual computing reservoir. Users can "draw" resources using a pay-as-you-go model, c...
Anshul Kothari, Subhash Suri, Yunhong Zhou
ICPPW
2006
IEEE
14 years 4 months ago
A Generic Task-Farming Framework for Reservoir Analysis in a Grid Environment
The vast majority of research projects involving Grid Computing have focused on the development and standardization of the middleware that allows Grids to function. Despite the ma...
Santiago Pena, Dayong Huang, Zhou Lei, Gabrielle A...
GCC
2009
Springer
13 years 8 months ago
Accounting and Billing for Federated Cloud Infrastructures
Emerging Cloud computing infrastructures provide computing resources on demand based on postpaid principles. For example, the RESERVOIR project develops an infrastructure capable o...
Erik Elmroth, Fermín Galán Má...
NPL
2007
109views more  NPL 2007»
13 years 10 months ago
Generative Modeling of Autonomous Robots and their Environments using Reservoir Computing
Autonomous mobile robots form an important research topic in the field of robotics due to their near-term applicability in the real world as domestic service robots. These robots ...
Eric A. Antonelo, Benjamin Schrauwen, Jan M. Van C...