Cover Image

QR Code

Introduction to Deep Learning From Logical Calculus to Artificial Intelligence /

This textbook presents a concise, accessible and engaging first introduction to deep learning, offering a wide range of connectionist models which represent the current state-of-the-art. The text explores the most popular algorithms and architectures in a simple and intuitive style, explaining the m...

Full description

Main Author:	Skansi, Sandro. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author:	SpringerLink (Online service)
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2018.
Edition:	1st ed. 2018.
Series:	Undergraduate Topics in Computer Science,
Subjects:	Machine learning. Pattern recognition. Neural networks (Computer science) . Coding theory. Information theory. Machine Learning. Pattern Recognition. Mathematical Models of Cognitive Processes and Neural Networks. Coding and Information Theory.
Online Access:	https://doi.org/10.1007/978-3-319-73004-2

Similar Items

Deep Neural Evolution Deep Learning with Evolutionary Computation / edited by Hitoshi Iba, Nasimul Noman.
Published: (2020)

Centrality and Diversity in Search Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition / by M.N. Murty, Anirban Biswas.
by: Murty, M.N., et al.
Published: (2019)

Analog IC Placement Generation via Neural Networks from Unlabeled Data by António Gusmão, Nuno Horta, Nuno Lourenço, Ricardo Martins.
by: Gusmão, António., et al.
Published: (2020)

Guide to Deep Learning Basics Logical, Historical and Philosophical Perspectives / edited by Sandro Skansi.
Published: (2020)

Computational Methods for Deep Learning Theoretic, Practice and Applications / by Wei Qi Yan.
by: Yan, Wei Qi., et al.
Published: (2021)

Deep Learning for Hyperspectral Image Analysis and Classification by Linmi Tao, Atif Mughees.
by: Tao, Linmi., et al.
Published: (2021)

Machine Learning Systems for Multimodal Affect Recognition by Markus Kächele.
by: Kächele, Markus., et al.
Published: (2020)

Linear Algebra and Optimization for Machine Learning A Textbook / by Charu C. Aggarwal.
by: Aggarwal, Charu C., et al.
Published: (2020)

Machine Learning in Social Networks Embedding Nodes, Edges, Communities, and Graphs / by Manasvi Aggarwal, M.N. Murty.
by: Aggarwal, Manasvi., et al.
Published: (2021)

Image and Graphics Technologies and Applications 15th Chinese Conference, IGTA 2020, Beijing, China, September 19, 2020, Revised Selected Papers / edited by Yongtian Wang, Xueming Li, Yuxin Peng.
Published: (2020)

Issues in the Use of Neural Networks in Information Retrieval by Iuliana F. Iatan.
by: Iatan, Iuliana F., et al.
Published: (2017)

High Dimensional Neurocomputing Growth, Appraisal and Applications / by Bipin Kumar Tripathi.
by: Tripathi, Bipin Kumar., et al.
Published: (2015)

Detecting Trust and Deception in Group Interaction edited by V. S. Subrahmanian, Judee K. Burgoon, Norah E. Dunbar.
Published: (2021)

Accelerated Optimization for Machine Learning First-Order Algorithms / by Zhouchen Lin, Huan Li, Cong Fang.
by: Lin, Zhouchen., et al.
Published: (2020)

Android Malware Detection using Machine Learning Data-Driven Fingerprinting and Threat Intelligence / by ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb.
by: Karbab, ElMouatez Billah., et al.
Published: (2021)

Machine Learning Methods for Reverse Engineering of Defective Structured Surfaces by Pascal Laube.
by: Laube, Pascal., et al.
Published: (2020)

Dual Learning by Tao Qin.
by: Qin, Tao., et al.
Published: (2020)

A Machine Learning Based Model of Boko Haram by V. S. Subrahmanian, Chiara Pulice, James F. Brown, Jacob Bonen-Clark.
by: Subrahmanian, V. S., et al.
Published: (2021)

Artificial Neural Networks A Practical Course / by Ivan Nunes da Silva, Danilo Hernane Spatti, Rogerio Andrade Flauzino, Luisa Helena Bartocci Liboni, Silas Franco dos Reis Alves.
by: da Silva, Ivan Nunes., et al.
Published: (2017)

An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning / by Simant Dube.
by: Dube, Simant., et al.
Published: (2021)

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part I / edited by Alessandro Crimi, Spyridon Bakas.
Published: (2021)

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers, Part II / edited by Alessandro Crimi, Spyridon Bakas.
Published: (2021)

Computer Vision – ECCV 2020 Workshops Glasgow, UK, August 23–28, 2020, Proceedings, Part V / edited by Adrien Bartoli, Andrea Fusiello.
Published: (2020)

Digital TV and Wireless Multimedia Communication 16th International Forum, IFTC 2019, Shanghai, China, September 19–20, 2019, Revised Selected Papers / edited by Guangtao Zhai, Jun Zhou, Hua Yang, Ping An, Xiaokang Yang.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part V / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part I / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVI / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XVIII / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 Workshops Glasgow, UK, August 23–28, 2020, Proceedings, Part VI / edited by Adrien Bartoli, Andrea Fusiello.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXVI / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIV / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part III / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 Workshops Glasgow, UK, August 23–28, 2020, Proceedings, Part IV / edited by Adrien Bartoli, Andrea Fusiello.
Published: (2020)

Heterogeneous Facial Analysis and Synthesis by Yi Li, Huaibo Huang, Ran He, Tieniu Tan.
by: Li, Yi., et al.
Published: (2020)

Neural networks and computing : learning algorithms and applications Tommy W.S. Chow, Siu-Yeung Cho.
by: Chow, Tommy W. S.
Published: (2007)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part IV / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Computer Vision – ECCV 2020 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part XXIII / edited by Andrea Vedaldi, Horst Bischof, Thomas Brox, Jan-Michael Frahm.
Published: (2020)

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part I / edited by Alessandro Crimi, Spyridon Bakas.
Published: (2020)

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Revised Selected Papers, Part II / edited by Alessandro Crimi, Spyridon Bakas.
Published: (2020)

Computer Vision – ECCV 2020 Workshops Glasgow, UK, August 23–28, 2020, Proceedings, Part I / edited by Adrien Bartoli, Andrea Fusiello.
Published: (2020)