Subcategories

Geometric Algebra Applications Vol. I: Computer Vision, Graphics and Neurocomputing

Posted By: AvaxGenius
Geometric Algebra Applications Vol. I: Computer Vision, Graphics and Neurocomputing

Geometric Algebra Applications Vol. I: Computer Vision, Graphics and Neurocomputing by Eduardo Bayro-Corrochano
English | PDF,EPUB | 2018 (2019 Edition) | 753 Pages | ISBN : 3319748289 | 43.69 MB

The goal of the Volume I Geometric Algebra for Computer Vision, Graphics and Neural Computing is to present a unified mathematical treatment of diverse problems in the general domain of artificial intelligence and associated fields using Clifford, or geometric, algebra.

Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks

Posted By: AvaxGenius
Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks

Evolutionary Approach to Machine Learning and Deep Neural Networks: Neuro-Evolution and Gene Regulatory Networks by Hitoshi Iba
English | PDF,EPUB | 2018 | 254 Pages | ISBN : 9811301999 | 28.01 MB

This book provides theoretical and practical knowledge about a methodology for evolutionary algorithm-based search strategy with the integration of several machine learning and deep learning techniques. These include convolutional neural networks, Gröbner bases, relevance vector machines, transfer learning, bagging and boosting methods, clustering techniques (affinity propagation), and belief networks, among others.

Electric Fields of the Brain: The Neurophysics of EEG, 2nd Edition (Repost)

Posted By: step778
Electric Fields of the Brain: The Neurophysics of EEG, 2nd Edition (Repost)

Paul L. Nunez, Ramesh Srinivasan, "Electric Fields of the Brain: The Neurophysics of EEG, 2nd Edition"
2005 | pages: 626 | ISBN: 019505038X | DJVU | 11,4 mb

Networked Learning: Reflections and Challenges (Research in Networked Learning) [Repost]

Posted By: hill0
Networked Learning: Reflections and Challenges (Research in Networked Learning) [Repost]

Networked Learning: Reflections and Challenges (Research in Networked Learning) by Nina Bonderup Dohn
English | 3 Jun. 2018 | ISBN: 3319748564 | 236 Pages | PDF | 3.3 MB

Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science)

Posted By: hill0
Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science)

Deep Neural Networks in a Mathematical Framework (SpringerBriefs in Computer Science) by Anthony L. Caterini
English | 26 Apr. 2018 | ISBN: 3319753037 | 100 Pages | PDF/EPUB | 2.72 MB

Big Data Analysis and Deep Learning Applications

Posted By: AvaxGenius
Big Data Analysis and Deep Learning Applications

Big Data Analysis and Deep Learning Applications: Proceedings of the First International Conference on Big Data Analysis and Deep Learning By Thi Thi Zin
English | PDF,EPUB | 2018 (2019 Edition) | 388 Pages | ISBN : 9811308683 | 62.48 MB

This book presents a compilation of selected papers from the first International Conference on Big Data Analysis and Deep Learning Applications (ICBDL 2018), and focuses on novel techniques in the fields of big data analysis, machine learning, system monitoring, image processing, conventional neural networks, communication, industrial information, and their applications. Readers will find insights to help them realize more efficient algorithms and systems used in real-life applications and contexts, making the book an essential reference guide for academic researchers, professionals, software engineers in the industry, and regulators of aviation authorities.

Translation, Brains and the Computer: A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation

Posted By: AvaxGenius
Translation, Brains and the Computer: A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation

Translation, Brains and the Computer: A Neurolinguistic Solution to Ambiguity and Complexity in Machine Translation by Bernard Scott
English | PDF,EPUB | 2018 | 249 Pages | ISBN : 3319766287 | 21.02 MB

This book is about machine translation (MT) and the classic problems associated with this language technology. It examines the causes of these problems and, for linguistic, rule-based systems, attributes the cause to language’s ambiguity and complexity and their interplay in logic-driven processes. For non-linguistic, data-driven systems, the book attributes translation shortcomings to the very lack of linguistics. It then proposes a demonstrable way to relieve these drawbacks in the shape of a working translation model (Logos Model) that has taken its inspiration from key assumptions about psycholinguistic and neurolinguistic function.

Kalman Filtering and Neural Networks (Repost)

Posted By: DZ123
Kalman Filtering and Neural Networks (Repost)

Simon Haykin, "Kalman Filtering and Neural Networks"
English | 2001 | ISBN: 0471369985 | DJVU | pages: 284 | 1.8 mb

Intelligent Techniques in Signal Processing for Multimedia Security (Repost)

Posted By: DZ123
Intelligent Techniques in Signal Processing for Multimedia Security (Repost)

Nilanjan Dey, V. Santhi, "Intelligent Techniques in Signal Processing for Multimedia Security"
English | 2016 | ISBN: 3319447890 | PDF | pages: 483 | 13.4 mb

Recurrent Neural Networks for Short-Term Load Forecasting: An Overview and Comparative Analysis

Posted By: Jeembo
Recurrent Neural Networks for Short-Term Load Forecasting: An Overview and Comparative Analysis

Recurrent Neural Networks for Short-Term Load Forecasting: An Overview and Comparative Analysis by Filippo Maria Bianchi, Enrico Maiorino, Michael C. Kampffmeyer, Antonello Rizzi, Robert Jenssen
English | 2017 | ISBN: 3319703374 | 72 Pages | PDF | 5.6 MB

The key component in forecasting demand and consumption of resources in a supply network is an accurate prediction of real-valued time series. Indeed, both service interruptions and resource waste can be reduced with the implementation of an effective forecasting system.

Artificial Neural Networks and Machine Learning – ICANN 2017, Part II

Posted By: Jeembo
Artificial Neural Networks and Machine Learning – ICANN 2017, Part II

Artificial Neural Networks and Machine Learning – ICANN 2017: 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II by Alessandra Lintas, Stefano Rovetta, Paul F.M.J. Verschure, Alessandro E.P. Villa
English | 2017 | ISBN: 3319686119 | 801 Pages | PDF | 95.9 MB

The two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017.

Artificial Neural Networks and Machine Learning – ICANN 2017, Part I

Posted By: Jeembo
Artificial Neural Networks and Machine Learning – ICANN 2017, Part I

Artificial Neural Networks and Machine Learning – ICANN 2017: 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part I by Alessandra Lintas, Stefano Rovetta, Paul F.M.J. Verschure, Alessandro E.P. Villa
English | 2017 | ISBN: 3319685996 | 469 Pages | PDF | 125.1 MB

The two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017.

SDN and NFV Security: Security Analysis of Software-Defined Networking and Network Function Virtualization

Posted By: hill0
SDN and NFV Security: Security Analysis of Software-Defined Networking and Network Function Virtualization

SDN and NFV Security: Security Analysis of Software-Defined Networking and Network Function Virtualization (Lecture Notes in Networks and Systems) by Rahamatullah Khondoker
English | 30 Jan. 2018 | ISBN: 331971760X | 152 Pages | PDF(rep)/EPUB | 5.14 MB

Big Data for Remote Sensing: Visualization, Analysis and Interpretation: Digital Earth and Smart Earth

Posted By: AvaxGenius
Big Data for Remote Sensing: Visualization, Analysis and Interpretation: Digital Earth and Smart Earth

Big Data for Remote Sensing: Visualization, Analysis and Interpretation: Digital Earth and Smart Earth By Nilanjan Dey
English | PDF,EPUB | 2018 (2019 Edition) | 163 Pages | ISBN : 3319899228 | 11.56 MB

This book thoroughly covers the remote sensing visualization and analysis techniques based on computational imaging and vision in Earth science.

Advances in Neural Networks – ISNN 2018

Posted By: AvaxGenius
Advances in Neural Networks – ISNN 2018

Advances in Neural Networks – ISNN 2018: 15th International Symposium on Neural Networks, ISNN 2018, Minsk, Belarus, June 25–28, 2018, Proceedings By Tingwen Huang
English | PDF | 2018 | 879 Pages | ISBN : 3319925369 | 71.78 MB

This book constitutes the refereed proceedings of the 15th International Symposium on Neural Networks, ISNN 2018, held in Minsk, Belarus in June 2018.The 98 revised regular papers presented in this volume were carefully reviewed and selected from 214 submissions. The papers cover many topics of neural network-related research including intelligent control, neurodynamic analysis, bio-signal, bioinformatics and biomedical engineering, clustering, classification, forecasting, models, algorithms, cognitive computation, machine learning, and optimization.​