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ESANN
2007
13 years 10 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 ...
IJCINI
2007
139views more  IJCINI 2007»
13 years 8 months ago
AURELLIO: A Cognitive Computational Knowledge Representation Theory
: Cognitive informatics (CI) studies the natural intelligence and internal information processing mechanisms of the brain, as well as the processes involved in perception and cogni...
Mehdi Najjar, André Mayers
LREC
2008
141views Education» more  LREC 2008»
13 years 10 months ago
Centering Theory for Evaluation of Coherence in Computer-Aided Summaries
This paper investigates a new evaluation method for assessing the coherence of computer-aided summaries, justified by the inappropriacy of existing evaluation methods for this tas...
Laura Hasler
ICS
2010
Tsinghua U.
14 years 6 months ago
Game Theory with Costly Computation: Formulation and Application to Protocol Security
: We develop a general game-theoretic framework for reasoning about strategic agents performing possibly costly computation. In this framework, many traditional game-theoretic resu...
Joseph Y. Halpern, Rafael Pass
MKM
2009
Springer
14 years 3 months ago
Exploring a Quantum Theory with Graph Rewriting and Computer Algebra
Graphical languages provide a powerful tool for describing the behaviour of quantum systems. While the use of graphs vastly reduces the complexity of many calculations [4,10], manu...
Aleks Kissinger