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» On Generalization by Neural Networks
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ISMIR
2003
Springer
196views Music» more  ISMIR 2003»
15 years 9 months ago
Automatic segmentation, learning and retrieval of melodies using a self-organizing neural network
We introduce a neural network, known as SONNETMAP, capable of automatic segmentation, learning and retrieval of melodies. SONNET-MAP is a synthesis of the SONNET (Self-Organizing ...
S. Harford
HYBRID
1998
Springer
15 years 8 months ago
Switching Controllers Based on Neural Network: Estimates of Stability Regions and Controller Performance
This paper presents new results on switching control using neural networks. Given a set of candidate controllers, a pair of neural networks is trained to identify the stability reg...
Enrique D. Ferreira, Bruce H. Krogh
FUZZY
1997
Springer
260views Fuzzy Logic» more  FUZZY 1997»
15 years 8 months ago
Forecasting Sales Using Neural Networks
Abstract. In this paper, neural networks trained with the back-propagation algorithm are applied to predict the future values of time series that consist of the weekly demand on it...
Frank M. Thiesing, Oliver Vornberger
AICCSA
2007
IEEE
127views Hardware» more  AICCSA 2007»
15 years 8 months ago
Diesel Engine Indicated Torque Estimation Based on Artificial Neural Networks
Abstract-- This paper presents an artificial neural networks approach to estimate the indicated torque of a single-cylinder diesel engine from crank shaft angular position and velo...
Yahya H. Zweiri, Lakmal D. Seneviratne
KDD
1995
ACM
114views Data Mining» more  KDD 1995»
15 years 8 months ago
Designing Neural Networks from Statistical Models: A New Approach to Data Exploration
We develop,in the context of discriminantanalysis,a generalapproachto the designof neuralarchitectures. It consistsin building a neuralnet ‘around’a statistical model family; ...
Antonio Ciampi, Yves Lechevallier