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» A Theory of Network Equivalence
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ESANN
2007
15 years 7 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 ...
PERCOM
2006
ACM
16 years 5 months ago
Strong Edge Coloring for Channel Assignment in Wireless Radio Networks
Abstract-- We give efficient sequential and distributed approximation algorithms for strong edge coloring graphs modeling wireless networks. Strong edge coloring is equivalent to c...
Christopher L. Barrett, V. S. Anil Kumar, Madhav V...
AINA
2009
IEEE
16 years 1 months ago
Towards a Rational Approach for the Logical Modelling of Inhibition in Metabolic Networks
—This paper makes two contributions towards the logical modelling of inhibition in metabolic networks. First it exposes the logical inconsistency of an existing state-of-the-art ...
Oliver Ray
AIMS
2008
Springer
16 years 16 days ago
A Theory of Closure Operators
We explore how fixed-point operators can be designed to interact and be composed to form autonomic control mechanisms. We depart from the idea that an operator is idempotent only ...
Alva L. Couch, Marc Chiarini
ICNP
2002
IEEE
15 years 11 months ago
A Theory of Window-Based Unicast Congestion Control
This work presents a comprehensive theoretical framework for window-based congestion control protocols that are designed to converge to fairness and efficiency. We first derive ...
Nishanth R. Sastry, Simon S. Lam