Posted by **Jeembo** at May 14, 2018

English | 2018 | ISBN: 3319753037 | 84 Pages | PDF | 1.4 MB

This SpringerBrief describes how to build a rigorous end-to-end mathematical framework for deep neural networks.

Posted by **leonardo78** at April 21, 2018

Language: English | 1996 | ISBN: 1557389195 | 821 pages | PDF (scan) | 51,1 MB

This completely updated version of the classic first edition offers a wealth of new material reflecting the latest developments in teh field.

Posted by **naag** at April 2, 2018

MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 310 MB

If you are working with text data using neural networks, RNNs are a natural choice for sequences. This course works through language modeling problems using RNNS - optical character recognition or OCR and generating text using character prediction.

Posted by **AvaxGenius** at Feb. 17, 2018

English | PDF,EPUB | 2018 | 134 Pages | ISBN : 3319741004 | 4.43 MB

This book summarizes recent advances in applying saddlepoint approximation methods to financial engineering. It addresses pricing exotic financial derivatives and calculating risk contributions to Value-at-Risk and Expected Shortfall in credit portfolios under various default correlation models. These standard problems involve the computation of tail probabilities and tail expectations of the corresponding underlying state variables.

Posted by **naag** at Feb. 3, 2018

MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 44M | 157 MB

Posted by **readerXXI** at Jan. 12, 2018

A Concise Guide

English | 2018 | ISBN: 1498770398 | 187 Pages | PDF | 5.85 MB

Posted by **naag** at Dec. 23, 2017

MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 520 MB

Recurrent neural networks (RNNs) are ideal for considering sequences of data. In this course, you'll explore how word embeddings are used for sentiment analysis using neural networks.

Posted by **roxul** at Nov. 20, 2017

English | 2017 | ISBN-10: 3319528653 | 310 pages | EPUB | 6 MB

Posted by **libr** at April 9, 2017

English | 2014 | ISBN: 1118592522 | ISBN-13: 9781118592526 | 264 pages | PDF | 5,3 MB

Posted by **interes** at May 31, 2014

English | 2014 | ISBN: 1118592522 | ISBN-13: 9781118592526 | 264 pages | PDF | 5,3 MB

Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks.