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» Verifying Properties of Neural Networks
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ICANN
2009
Springer
14 years 2 months ago
Spectra of the Spike Flow Graphs of Recurrent Neural Networks
Recently the notion of power law networks in the context of neural networks has gathered considerable attention. Some empirical results show that functional correlation networks in...
Filip Piekniewski
ICAISC
2010
Springer
13 years 9 months ago
Computer Assisted Peptide Design and Optimization with Topology Preserving Neural Networks
Abstract. We propose a non-standard neural network called TPNN which offers the direct mapping from a peptide sequence to a property of interest in order to model the quantitative ...
Jörg D. Wichard, Sebastian Bandholtz, Carsten...
IPPS
1998
IEEE
13 years 12 months ago
Using the BSP Cost Model to Optimise Parallel Neural Network Training
We derive cost formulae for three di erent parallelisation techniques for training supervised networks. These formulae are parameterised by properties of the target computer archit...
R. O. Rogers, David B. Skillicorn
ICRA
2005
IEEE
186views Robotics» more  ICRA 2005»
14 years 1 months ago
Experimental Studies of a Neural Oscillator for Biped Locomotion with QRIO
— Recently, there has been a growing interest in biologically inspired biped locomotion control with Central Pattern Generator (CPG). However, few experimental attempts on real h...
Gen Endo, Jun Nakanishi, Jun Morimoto, Gordon Chen...
ICC
2007
IEEE
127views Communications» more  ICC 2007»
14 years 2 months ago
Properties of the Traffic Output by a Leaky-Bucket Policer with Long-Range Dependent Input Traffic
 Long-range dependence (LRD) is a largely verified property of Internet traffic, which severely affects queuing performance in network buffers. A common approach for guaranteein...
Stefano Bregni, Paolo Giacomazzi, Gabriella Saddem...