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Book
803views
16 years 7 months ago
Introduction to Neural Networks for Java
This book covers several topics such as: overview of neural networks, matrix operations in Java, Hopfield Neural Network, machine learning, feedforward backpropagation, Simulated a...
Jeff Heaton
GLOBECOM
2009
IEEE
15 years 1 months ago
Exploring Simulated Annealing and Graphical Models for Optimization in Cognitive Wireless Networks
In this paper we discuss the design of optimization algorithms for cognitive wireless networks (CWNs). Maximizing the perceived network performance towards applications by selectin...
Elena Meshkova, Janne Riihijärvi, Andreas Ach...
ML
2007
ACM
192views Machine Learning» more  ML 2007»
14 years 9 months ago
Annealing stochastic approximation Monte Carlo algorithm for neural network training
We propose a general-purpose stochastic optimization algorithm, the so-called annealing stochastic approximation Monte Carlo (ASAMC) algorithm, for neural network training. ASAMC c...
Faming Liang
DATE
2003
IEEE
124views Hardware» more  DATE 2003»
15 years 2 months ago
Hierarchical Global Floorplacement Using Simulated Annealing and Network Flow Area Migration
– Floorplanning large designs with many hard macros and IP blocks of various sizes is becoming an increasingly important and challenging problem. This paper presents a global flo...
Wonjoon Choi, Kia Bazargan
ISCC
2002
IEEE
117views Communications» more  ISCC 2002»
15 years 2 months ago
Fast topological design with simulated annealing for multicast networks
Takumi Miyoshi, Shintaro Shimizu, Yoshiaki Tanaka