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» Mathematical Aspects of Neural Networks
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ICANN
2009
Springer
15 years 5 months ago
Computing with Probabilistic Cellular Automata
Abstract. We investigate the computational capabilities of probabilistic cellular automata by means of the density classification problem. We find that a specific probabilistic ...
Martin Schüle, Thomas Ott, Ruedi Stoop
94
Voted
JCP
2008
126views more  JCP 2008»
15 years 12 days ago
Hardware/Software Co-design Approach for an ADALINE Based Adaptive Control System
Abstract--In this paper, we report some results on hardware and software co-design of an adaptive linear neuron (ADALINE) based control system. A discrete-time Proportional-Integra...
Shouling He, Xuping Xu
121
Voted
NC
2010
179views Neural Networks» more  NC 2010»
14 years 11 months ago
Representation before computation
My main objective is to point out a fundamental weakness in the conventional conception of computation and suggest a promising way out. This weakness is directly related to a gross...
Lev Goldfarb
82
Voted
ICC
2007
IEEE
108views Communications» more  ICC 2007»
15 years 6 months ago
Subspace Methods for Network Resource Reservation Coding Processes
—This paper presents a mathematical framework for resource reservation in TCP/IP networks by invoking a dynamic system viewpoint on the congestion monitoring processes occurring ...
Alexandru Murgu
103
Voted
BC
2002
90views more  BC 2002»
15 years 9 days ago
What can the hippocampal representation of environmental geometry tell us about Hebbian learning?
The importance of the hippocampus in spatial representation is well established. It is suggested that the rodent hippocampal network should provide an optimal substrate for the stu...
Colin Lever, Neil Burgess, Francesca Cacucci, Tom ...