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Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration! ![]() Free Download Computational Techniques in Neuroscience English | 2024 | ISBN: 1032461284 | 243 Pages | PDF (True) | 14 MB The text discusses the techniques of deep learning and machine learning in the field of neuroscience, engineering approaches to study the brain structure and dynamics, convolutional networks for fast, energy-efficient neuromorphic computing, and reinforcement learning in feedback control. It showcases case studies in neural data analysis. ![]() Free Download Computational Physics English | 2022 | ISBN: 1683928326 | 313 Pages | EPUB (True) | 12 MB This updated edition provides an introduction to computational physics in order to perform physics experiments on the computer. Computers can be used for a wide variety of scientific tasks, from the simple manipulation of data to simulations of real-world events. This book is designed to provide the reader with a grounding in scientific programming. It contains many examples and exercises developed in the context of physics problems. The new edition now uses C++ as the primary language. The book covers topics such as interpolation, integration, and the numerical solutions to both ordinary and partial differential equations. It discusses simple ideas, such as linear interpolation and root finding through bisection, to more advanced concepts in order to solve complex differential equations. It also contains a chapter on high performance computing which provides an introduction to parallel programming. ![]() Free Download Computational Methods with MATLAB® English | 2024 | ISBN: 3031404777 | 308 Pages | PDF EPUB (True) | 34 MB This textbook provides readers a comprehensive introduction to numerical methods, using MATLAB®. The authors discuss the theory and application of the most often used numerical methods, using MATLAB as a computational tool. The book is designed to be accessible to readers of varying backgrounds, so the presentation focuses more on the description, implementation, and application of the methods and less on the mathematical details. This book not only covers the most important methods and techniques of scientific computation, but also contains a great amount of code and implementations, facilitating the process of learning and application. ![]() Free Download Computational Methods for Deep Learning: Theory, Algorithms, and Implementations English | 2023 | ISBN: 9819948223 | 467 Pages | PDF EPUB (True) | 25 MB The first edition of this textbook was published in 2021. Over the past two years, we have invested in enhancing all aspects of deep learning methods to ensure the book is comprehensive and impeccable. Taking into account feedback from our readers and audience, the author has diligently updated this book. ![]() Free Download Computational Formalism: Art History and Machine Learning by Amanda Wasielewski English | May 23, 2023 | ISBN: 0262545640 | 200 pages | MOBI | 3.58 Mb How the use of machine learning to analyze art images has revived formalism in art history, presenting a golden opportunity for art historians and computer scientists to learn from one another. ![]() Free Download Computational Drug Discovery and Design (2nd Edition) English | 2023 | ISBN: 1071634402 | 656 Pages | PDF EPUB (True) | 56 MB This second edition provides new and updated methods and techniques for identification of drug target, binding sites prediction, high- throughput virtual screening, lead discovery and optimization, conformational sampling, prediction of pharmacokinetic properties using computer-based methodologies. Chapters also focus on the application of the latest artificial intelligence technologies for computer aided drug discovery. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary methods, includes tips on troubleshooting and known pitfalls, and step-by-step, readily reproducible protocols. ![]() Free Download Computational Cognition English | 2023 | ISBN: 3031374983 | 247 Pages | PDF (True) | 7 MB Modern science is divided into three parts: natural sciences, engineering sciences and humanities. Over the last millennia, natural and engineering sciences evolved a symbiotic relationship, but humanities still stand apart. Today, however, designing and building a talking robot is a comparatively new challenge for which all three branches are needed. Starting from the idea that designing a theory of computational cognition should be as complete as possible, and trying to answer questions such as "Which ontology is required for building a computational cognition?", the current book integrates interfaces, components, functional flows, data structure, database schema, and algorithms into a coherent system with an extensive range of cognitive functions, and constitutes the background to the book "Ontology of Communication" recently published by the author (Springer, 2023). ![]() Free Download Comprehensive Behavioral (ComB) Treatment of Body-Focused Repetitive Behaviors: A Clinical Guide English | 2023 | ISBN: 1009181734 | 173 Pages | PDF | 1.5 MB More common than was previously believed, body-focused repetitive behaviors (BFRBs) affect as many as 1 in 20 people. Written by the experts who created and developed the ComB Model, it provides a practical and user-friendly manual for therapists on an effective, individualized treatment approach for BFRBs. It features the most up-to-date information on BRFBs and guides clinicians from conceptualization of the problem through all aspects of clinical treatment. The internal and external influences for hair-pulling and skin-picking disorders are addressed thoroughly and from a functional analytical perspective. A valuable case example illustrates exactly how specific concepts and techniques are implemented in therapy. Chapters cover preparing the client for treatment, encouraging healthy approaches to hair/skin care, preventing relapse, dealing with co-morbidities, trouble-shooting impediments to therapy and modifying treatment for children, adolescents, and their families. This book is the best single resource available for mental health professionals for conceptualizing and treating BFRBs. ![]() Free Download Component Surfaces: Manufacturing-Morphology-Property Relationships English | 2023 | ISBN: 3031355741 | 768 Pages | PDF EPUB (True) | 153 MB This book sheds new light on component surfaces and the scientific fundamentals of their creation, characterization, and application. The book also provides a new interdisciplinary perspective on the topic, studying component surfaces with a multiscale approach and linking fundamental and applied research. The book builds on the success of the coordinated research project funded by Deutsche Forschungsgemeinschaft (DFG) from 2011 - 2023: the CollaborativeResearch Center CRC 926 "Microscale Morphology of Component Surfaces (MI-COS)", in which, over the years, 100+ researchers have co-operated at the University of Kaiserslautern, Germany, and affiliated institutes, yielding 500+ scientific papers in journals from different fields of science and engineering. ![]() Free Download Complexity of Interaction: Studies in Multimodal Conversation Analysis English | 2023 | ISBN: 3031307267 | 514 Pages | PDF (True) | 18 MB Everyday social life is deeply tied to the ways in which people talk, interact, and engage in joint activities with each other. This book examines language use and social interaction through the lens of complexity, focusing on how participants establish and maintain shared understanding in multi-layered situations and settings. This book will find readership among students and scholars who use video-based methods and are interested in interaction, intersubjectivity and multimodality. |