Deep

Author : Ian Goodfellow,Yoshua Bengio,Aaron Courville
Publisher : MIT Press
Page : 801 pages
File Size : 52,6 Mb
Release : 2016-11-10
Category : Computers
ISBN : 9780262337373

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Deep Learning by Ian Goodfellow,Yoshua Bengio,Aaron Courville Pdf

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.

Author : Nick Cutter
Publisher : Simon and Schuster
Page : 512 pages
File Size : 48,9 Mb
Release : 2015-07-28
Category : Fiction
ISBN : 9781476717746

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The Deep by Nick Cutter Pdf

"A strange plague called the 'Gets is decimating humanity on a global scale. It causes people to forget--small things at first, like where they left their keys, then the not-so-small things like how to drive or the letters of the alphabet. Then their bodies forget how to function involuntarily. There is no cure. But far below the surface of the Pacific Ocean, a universal healer hailed as 'ambrosia' has been discovered. In order to study this phenomenon, a special research lab has been built eight miles under the sea's surface. When the station goes incommunicado, a brave few descend through the lightless fathoms in hopes of unraveling the mysteries lurking at those crushing depths...and perhaps to encounter an evil blacker than anything one could possibly imagine"--Page [4] of cover.

Author : James Nestor
Publisher : Houghton Mifflin Harcourt
Page : 285 pages
File Size : 53,7 Mb
Release : 2014
Category : Nature
ISBN : 9780547985527

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Deep by James Nestor Pdf

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.

Author : Joshua Choonmin Kang
Publisher : InterVarsity Press
Page : 175 pages
File Size : 54,6 Mb
Release : 2007-10-04
Category : Religion
ISBN : 9780830835119

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Deep-Rooted in Christ by Joshua Choonmin Kang Pdf

With fifty-two brief readings ideal for weekly reflection, this devotional from pastor Joshua Choonmin Kang invites you to walk slowly, paying attention to God's work in you and around you, to walk intentionally, using spiritual disciplines to develop Christlike character, and to walk purposefully, experiencing deeper grace and vision.

Author : Hassan Ugail
Publisher : CRC Press
Page : 144 pages
File Size : 41,6 Mb
Release : 2022-07-07
Category : Computers
ISBN : 9781000625455

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Deep Learning in Visual Computing by Hassan Ugail Pdf

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.

Author : Mark W. Dennis,Darren J. N. Middleton
Publisher : SUNY Press
Page : 352 pages
File Size : 49,5 Mb
Release : 2020-04-01
Category : Literary Criticism
ISBN : 9781438477978

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Navigating Deep River by Mark W. Dennis,Darren J. N. Middleton Pdf

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

Author : Hans O. Lüders
Publisher : CRC Press
Page : 396 pages
File Size : 51,6 Mb
Release : 2020-08-26
Category : Medical
ISBN : 9781000148954

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Deep Brain Stimulation and Epilepsy by Hans O. Lüders Pdf

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.

Author : Ronald T. Kneusel
Publisher : No Starch Press
Page : 463 pages
File Size : 48,7 Mb
Release : 2021-02-23
Category : Computers
ISBN : 9781718500747

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Practical Deep Learning by Ronald T. Kneusel Pdf

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.

Author : Karen Harper
Publisher : MIRA
Page : 255 pages
File Size : 53,9 Mb
Release : 2018-01-15
Category : Fiction
ISBN : 9781488095955

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Deep Down by Karen Harper Pdf

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

Author : K. Suganthi,R. Karthik,G. Rajesh,Peter Ho Chiung Ching
Publisher : CRC Press
Page : 296 pages
File Size : 52,8 Mb
Release : 2021-09-14
Category : Technology & Engineering
ISBN : 9781000441819

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Machine Learning and Deep Learning Techniques in Wireless and Mobile Networking Systems by K. Suganthi,R. Karthik,G. Rajesh,Peter Ho Chiung Ching Pdf

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.

Author : Servet Gulum Sumnu,Serpil Sahin
Publisher : CRC Press
Page : 330 pages
File Size : 47,8 Mb
Release : 2008-12-17
Category : Technology & Engineering
ISBN : 9781420055597

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Advances in Deep-Fat Frying of Foods by Servet Gulum Sumnu,Serpil Sahin Pdf

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

Author : Donald L. Warner
Publisher : Unknown
Page : 76 pages
File Size : 47,7 Mb
Release : 1965
Category : Waste disposal in the ground
ISBN : UIUC:30112112905291

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Deep-well Injection of Liquid Waste by Donald L. Warner Pdf

Author : Martin Hovland
Publisher : Springer Science & Business Media
Page : 295 pages
File Size : 54,9 Mb
Release : 2008-08-24
Category : Science
ISBN : 9781402084607

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Deep-water Coral Reefs by Martin Hovland Pdf

Deep-water coral reefs are found along large sections of the outer continental shelves and slopes of Europe, from North Cape to the Gulf of Cadiz, and because they also occur along the Atlantic seaboard of USA, the Gulf of Mexico, off Brazil, in the Mediterranean, and off New Zealand, they are currently being targeted by international groups of marine scientists. They have become popular and opportune deep-water research targets because they offer exciting frontier exploration, combined with a whole plethora of modern scientific methods, such as deep-sea drilling, sampling, remote control surveying and documentation. Furthermore they represent timely opportunities for further developments within the application of geochemistry, stable isotope research, bacterial sciences, including DNA-sequestering, and medical research (search for bioactive compounds). The Integrated Ocean Drilling Program (IODP) has arranged a deep-sea scientific drilling campaign on giant carbonate banks off Ireland. Because the reefs currently defy traditional marine-ecological theories, they represent future research opportunities and will enjoy scientific scrutiny for many years to come.

Author : Anonim
Publisher : Unknown
Page : 124 pages
File Size : 53,9 Mb
Release : 1978
Category : Electronic
ISBN : NWU:35556030996094

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Kaunakakai Harbor, Molakai, Deep Draft Harbor by Anonim Pdf

Author : Michael Ming-Yuan Wei,Yanbo Pei,Yu Gao
Publisher : Frontiers Media SA
Page : 223 pages
File Size : 43,8 Mb
Release : 2020-11-12
Category : Science
ISBN : 9782889661138

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Nanomedicine for Deep-Tissue High-Resolution Bio-Imaging and Non-Invasive Therapy by Michael Ming-Yuan Wei,Yanbo Pei,Yu Gao Pdf

Dr Ming-Yuan Wei currently holds a pending U.S. Patent Application entitled “Systems and Methods for High-Resolution Imaging”. All other Guest Editors have no other competing interests to declare with regards to the Topic subject.