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» Predictive Hebbian Learning

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ICMLA
2009

167views Machine Learning» more ICMLA 2009»

Structured Prediction Models for Chord Transcription of Music Audio

13 years 7 months ago

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Chord sequences are a compact and useful description of music, representing each beat or measure in terms of a likely distribution over individual notes without specifying the not...

Adrian Weller, Daniel P. W. Ellis, Tony Jebara

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IJCNN
2000
IEEE

102views Neural Networks» more IJCNN 2000»

Storage and Recall of Complex Temporal Sequences through a Contextually Guided Self-Organizing Neural Network

14 years 2 months ago

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A self-organizing neural network for learning and recall of complex temporal sequences is proposed. we consider a single sequence with repeated items, or several sequences with a c...

Guilherme De A. Barreto, Aluizio F. R. Araú...

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JMLR
2008

188views more JMLR 2008»

Maximal Causes for Non-linear Component Extraction

13 years 9 months ago

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We study a generative model in which hidden causes combine competitively to produce observations. Multiple active causes combine to determine the value of an observed variable thr...

Jörg Lücke, Maneesh Sahani

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ALT
2006
Springer

94views Machine Learning» more ALT 2006»

Is There an Elegant Universal Theory of Prediction?

14 years 6 months ago