Artificial Neural Networks And Machine Learning

Artificial Neural Networks and Machine Learning, Part I - ICANN 2011 (repost)

Timo Honkela, Wodzisaw Duch, Mark Girolami, Samuel Kaski, "Artificial Neural Networks and Machine Learning, Part I - ICANN 2011"
English | 2011 | ISBN: 3642217346 | 411 pages | PDF | 9 MB

This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011.
Artificial Neural Networks and Machine Learning, Part I - ICANN 2011

Timo Honkela, Wodzisaw Duch, Mark Girolami, Samuel Kaski, "Artificial Neural Networks and Machine Learning, Part I - ICANN 2011"
Sp nger | 2011 | ISBN: 3642217346 | 411 pages | PDF | 9 MB
Neural Networks and Computing: Learning Algorithms and Applications (repost)

Tommy W. S. Chow, "Neural Networks and Computing: Learning Algorithms and Applications"
English | 2007 | ISBN: 1860947581 | 324 pages | PDF | 4,7 MB
Application of Neural Networks and Other Learning Technologies in Process Engineering

Application of Neural Networks and Other Learning Technologies in Process Engineering
by I. M. Mujtaba, Mehboob A. Hussain
English | 2001 | ISBN: 1860942636 | 450 pages | PDF | 14.19 MB

Neural Networks and Statistical Learning [Repost]  

Posted by ChrisRedfield at June 5, 2014
Neural Networks and Statistical Learning [Repost]

Ke-Lin Du, ‎M. N. S. Swamy - Neural Networks and Statistical Learning
Published: 2013-12-27 | ISBN: 144715570X | PDF | 824 pages | 13 MB

Coursera - Neural Networks for Machine Learning  

Posted by house23 at March 2, 2014
Coursera - Neural Networks for Machine Learning

Coursera - Neural Networks for Machine Learning
MP4 | AVC 29kbps | English | 960x540 | 15fps | 16h 26mins | AAC stereo 128kbps | 920 MB
Genre: Video Training

Learn about artificial neural networks and how they're being used for machine learning, as applied to speech and object recognition, image segmentation, modeling language and human motion, etc. We'll emphasize both the basic algorithms and the practical tricks needed to get them to work well. Neural networks use learning algorithms that are inspired by our understanding of how the brain learns, but they are evaluated by how well they work for practical applications such as speech recognition, object recognition, image retrieval and the ability to recommend products that a user will like. As computers become more powerful, Neural Networks are gradually taking over from simpler Machine Learning methods.
Applications of Mathematics in Models, Artificial Neural Networks and Arts: Mathematics and Society [Repost]

Vittorio Capecchi, Massimo Buscema, Pierluigi Contucci, Bruno D'Amore - Applications of Mathematics in Models, Artificial Neural Networks and Arts: Mathematics and Society
Published: 2010-08-21 | ISBN: 9048185807 | PDF | 600 pages | 15 MB

Neural Networks and Statistical Learning  

Posted by nebulae at Jan. 18, 2014
Neural Networks and Statistical Learning

Ke-Lin Du, M. N. S. Swamy, "Neural Networks and Statistical Learning"
English | ISBN: 144715570X | 2014 | 850 pages | PDF | 13 MB
Applications of Mathematics in Models, Artificial Neural Networks and Arts: Mathematics and Society (Repost)

Vittorio Capecchi, Massimo Buscema, Pierluigi Contucci, Bruno D'Amore, "Applications of Mathematics in Models, Artificial Neural Networks and Arts: Mathematics and Society"
English | ISBN: 9048185807 | 2010 | PDF | 617 pages | 18 MB
Neural Networks and Computing: Learning Algorithms and Applications (repost)

Tommy W. S. Chow, "Neural Networks and Computing: Learning Algorithms and Applications"
English | 2007 | ISBN: 1860947581 | 324 pages | PDF | 4,7 MB

This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area.