Deep Neural Networks in a Mathematical Framework 9783319753041, 9783319753034, 3319753045

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

327 32 1MB

English Pages 84 Year 2018

Report DMCA / Copyright

DOWNLOAD EPUB FILE

Deep Neural Networks in a Mathematical Framework 9783319753041, 9783319753034, 3319753045

  • 0 0 0
  • Like this paper and download? You can publish your own PDF file online for free in a few minutes! Sign Up
Recommend Papers
Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networks 1838647295, 9781838647292
Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networks 1838647295, 9781838647292

A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architec

1,083 111 12MB Read more

Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks 9781484237892, 9781484237908, 1484237897, 1484237900
Applied Deep Learning: A Case-Based Approach to Understanding Deep Neural Networks 9781484237892, 9781484237908, 1484237897, 1484237900

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error

461 99 12MB Read more

Mastering Neural Networks: A Comprehensive Guide to Learn Neural Networks
Mastering Neural Networks: A Comprehensive Guide to Learn Neural Networks

Unleash the Power of Deep Learning for Intelligent Systems In the realm of artificial intelligence and machine learning

119 83 4MB Read more

Neural Networks in a Softcomputing Framework [1st Edition.] 1846283027, 9781846283024, 1846283035
Neural Networks in a Softcomputing Framework [1st Edition.] 1846283027, 9781846283024, 1846283035

Conventional model-based data processing methods are computationally expensive and require experts knowledge for the mod

319 36 7MB Read more

Evolutionary Deep Learning: Genetic algorithms and neural networks 9781617299520
Evolutionary Deep Learning: Genetic algorithms and neural networks 9781617299520

Discover one-of-a-kind AI strategies never before seen outside of academic papers! Learn how the principles of evolution

110 99 26MB Read more

Neural Networks and Deep Learning: A Textbook [2nd ed. 2023] 3031296419, 9783031296413
Neural Networks and Deep Learning: A Textbook [2nd ed. 2023] 3031296419, 9783031296413

This textbook covers both classical and modern models in deep learning and includes examples and exercises throughout th

183 114 16MB Read more

Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide 0323909337, 9780323909334
Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide 0323909337, 9780323909334

Introduction to Deep Learning and Neural Networks with Python™: A Practical Guide is an intensive step-by-step guide for

537 61 44MB Read more

Instructor Solution Manual To Neural Networks and Deep Learning: A Textbook (Solutions) 3319944622, 9783319944623
Instructor Solution Manual To Neural Networks and Deep Learning: A Textbook (Solutions) 3319944622, 9783319944623

Instructor Solution Manual To "Neural Networks and Deep Learning: A Textbook" from [url]http://www.springer.co

521 67 129KB Read more

Neural Networks and Deep Learning: A Textbook, 2nd Edition [2 ed.] 9783031296420, 9783031296413
Neural Networks and Deep Learning: A Textbook, 2nd Edition [2 ed.] 9783031296420, 9783031296413

Neural networks were developed to simulate the human nervous system for Machine Learning tasks by treating the computati

212 7 38MB Read more

Dynamics of Neural Networks: A Mathematical and Clinical Approach [1st ed.] 9783662611821, 9783662611845
Dynamics of Neural Networks: A Mathematical and Clinical Approach [1st ed.] 9783662611821, 9783662611845

This book treats essentials from neurophysiology (Hodgkin–Huxley equations, synaptic transmission, prototype networks of

371 48 10MB Read more

Our partners will collect data and use cookies for ad personalization and measurement. Learn how we and our ad partner Google, collect and use data. Agree Cookies