Deep
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Deep Learning
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Author : Ian Goodfellow
language : en
Publisher: MIT Press
Release Date : 2016-11-10
Deep Learning written by Ian Goodfellow and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-10 with Computers categories.
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Deep
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Author : James Nestor
language : en
Publisher: Houghton Mifflin Harcourt
Release Date : 2014
Deep written by James Nestor and has been published by Houghton Mifflin Harcourt this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Nature categories.
Surveys the achievements of adventurous scientists, athletes and explorers to reveal how new understandings about deep-sea life, from telepathic coral to shark navigation, are expanding what is known about the natural world and the human mind. 40,000 first printing.
Deep Learning In Visual Computing
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Author : Hassan Ugail
language : en
Publisher: CRC Press
Release Date : 2022-07-07
Deep Learning In Visual Computing written by Hassan Ugail and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-07 with Computers categories.
Deep learning is an artificially intelligent entity that teaches itself and can be utilized to make predictions. Deep learning mimics the human brain and provides learned solutions addressing many challenging problems in the area of visual computing. From object recognition to image classification for diagnostics, deep learning has shown the power of artificial deep neural networks in solving real world visual computing problems with super-human accuracy. The introduction of deep learning into the field of visual computing has meant to be the death of most of the traditional image processing and computer vision techniques. Today, deep learning is considered to be the most powerful, accurate, efficient and effective method with the potential to solve many of the most challenging problems in visual computing. This book provides an insight into deep machine learning and the challenges in visual computing to tackle the novel method of machine learning. It introduces readers to the world of deep neural network architectures with easy-to-understand explanations. From face recognition to image classification for diagnosis of cancer, the book provides unique examples of solved problems in applied visual computing using deep learning. Interested and enthusiastic readers of modern machine learning methods will find this book easy to follow. They will find it a handy guide for designing and implementing their own projects in the field of visual computing.
Navigating Deep River
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Author : Mark W. Dennis
language : en
Publisher: SUNY Press
Release Date : 2020-04-01
Navigating Deep River written by Mark W. Dennis and has been published by SUNY Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-01 with Literary Criticism categories.
An interdisciplinary dialogue with Shūsaku Endō’s last novel offering new perspectives on Japanese culture, Christian doctrine, Hindu spiritualities, and Buddhist worldviews. In Navigating Deep River, Mark W. Dennis and Darren J. N. Middleton have curated a wide-ranging discussion of Shūsaku Endō’s final novel, Deep River, in which four careworn Japanese tourists journey to India’s holy Ganges in search of spiritual as well as existential renewal. Navigating Deep River evaluates and probes Endō’s decades-long search to find the words to explain Transcendent Mystery, the difficult tension between faith and doubt, the purpose of spiritual journeys, and the challenges posed by the reality of religious pluralism in an increasingly diverse world. The contributors, including Van C. Gessel who translated Deep River into English in 1994, offer an engaged and patient exploration of this major text in world fiction, and this anthology promises to deepen academic appreciation for Endō, within and beyond the West. “This volume contextualizes, delineates, and articulates the complex religious/theological/spiritual dimensions of Deep River and its rich intertextual, interpersonal, psychosocial, and literary aspects. There are few edited volumes in which so many experts focus on a single Japanese text in this sustained manner, and this stands as a model of how to do so deftly and productively.” — David C. Stahl, author of Social Trauma, Narrative Memory and Recovery in Japanese Literature and Film
Deep Brain Stimulation And Epilepsy
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Author : Hans O. Lüders
language : en
Publisher: CRC Press
Release Date : 2020-08-26
Deep Brain Stimulation And Epilepsy written by Hans O. Lüders and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-26 with Medical categories.
Deep brain stimulation has been used effectively for many years to treat patients suffering from Parkinson's disease. Now, neurologists and neurosurgeons are using electric pulse generators to block abnormal activity, i.e. epileptic fits. Promising research results indicate that electric pulses implanted deep in the brain can affect neurocircuitry and help stop oncoming seizures. Supplying a solid background on brain stimulation and its application to epilepsy, Deep Brain Stimulation and Epilepsy provides a historical overview, explores pathogenesis of brain stimulation, discusses animal experiments and human studies, and explores future prospects of brain stimulation for epileptic control. The editor and his team of contributors distill information drawn directly from the literature into one convenient resource.
Practical Deep Learning
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Author : Ronald T. Kneusel
language : en
Publisher: No Starch Press
Release Date : 2021-02-23
Practical Deep Learning written by Ronald T. Kneusel and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-23 with Computers categories.
Practical Deep Learning teaches total beginners how to build the datasets and models needed to train neural networks for your own DL projects. If you’ve been curious about machine learning but didn’t know where to start, this is the book you’ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning teaches you the why of deep learning and will inspire you to explore further. All you need is basic familiarity with computer programming and high school math—the book will cover the rest. After an introduction to Python, you’ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models’ performance. You’ll also learn: How to use classic machine learning models like k-Nearest Neighbors, Random Forests, and Support Vector Machines How neural networks work and how they’re trained How to use convolutional neural networks How to develop a successful deep learning model from scratch You’ll conduct experiments along the way, building to a final case study that incorporates everything you’ve learned. The perfect introduction to this dynamic, ever-expanding field, Practical Deep Learning will give you the skills and confidence to dive into your own machine learning projects.
Deep Down
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Author : Karen Harper
language : en
Publisher: MIRA
Release Date : 2018-01-15
Deep Down written by Karen Harper and has been published by MIRA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-15 with Fiction categories.
Evil takes root… As a child, Jessie Lockwood spent many hours helping her mother, Mariah, count the endangered ginseng plants hidden in the local woods of Deep Down, Kentucky. There she learned to appreciate the tiny Appalachian town—and ginseng’s healing powers. Now a PhD, she’s made her home in Lexington, even though that meant leaving Deep Down and her beloved mother—and Sheriff Drew Webb, the man she secretly loved. When Jessie is notified that her mother never returned from her last walk in the woods, she comes home to Deep Down—and to Drew. As Jessie and Drew race to find her mother, several suspects emerge: an agent for those who market the herb for its life-giving properties; Mariah’s disgruntled suitor; and an old Cherokee desperate to protect the sacred tribal herb. In the mist of legend and fear, only two things make sense to Jessie. At any cost, she is desperate to find her mother. And she can’t help falling desperately in love with Drew all over again. Originally published in 2009
Machine Learning And Deep Learning Techniques In Wireless And Mobile Networking Systems
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Author : K. Suganthi
language : en
Publisher: CRC Press
Release Date : 2021-09-14
Machine Learning And Deep Learning Techniques In Wireless And Mobile Networking Systems written by K. Suganthi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-14 with Technology & Engineering categories.
This book offers the latest advances and results in the fields of Machine Learning and Deep Learning for Wireless Communication and provides positive and critical discussions on the challenges and prospects. It provides a broad spectrum in understanding the improvements in Machine Learning and Deep Learning that are motivating by the specific constraints posed by wireless networking systems. The book offers an extensive overview on intelligent Wireless Communication systems and its underlying technologies, research challenges, solutions, and case studies. It provides information on intelligent wireless communication systems and its models, algorithms and applications. The book is written as a reference that offers the latest technologies and research results to various industry problems.
Advances In Deep Fat Frying Of Foods
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Author : Servet Gulum Sumnu
language : en
Publisher: CRC Press
Release Date : 2008-12-17
Advances In Deep Fat Frying Of Foods written by Servet Gulum Sumnu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-17 with Technology & Engineering categories.
Battered fried foods consistently remain in high demand despite concerns about their health aspects, prompting food processors to develop new methods and alternative oils and batters in the name of healthy, tasty fried foods and high-performance, cost-effective frying oil. With contributions from an international panel of food technology authoritie
Deep Well Injection Of Liquid Waste
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Author : Donald L. Warner
language : en
Publisher:
Release Date : 1965
Deep Well Injection Of Liquid Waste written by Donald L. Warner and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1965 with Waste disposal in the ground categories.