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Multimedia Computing, Communication and Intelligence Série de eBooks

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  • Music Emotion Recognition

    Séries series Multimedia Computing, Communication and Intelligence
    Providing a comprehensive review of existing work in music emotion developed in psychology and engineering, this book explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with a complete introduction to the essential aspects of MER-including ... Leia mais

    R$ 660,95

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  • Generative Deep Learning

    Teaching Machines To Paint, Write, Compose, and Play

    de David Foster ...
    Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.The book ... Leia mais

    R$ 89,29

  • Python Deep Learning

    Next generation techniques to revolutionize computer vision, AI, speech and data analysis

    Take your machine learning skills to the next level by mastering Deep Learning concepts and algorithms using Python.Key Features\[\*\] Explore and create intelligent systems using cutting-edge deep learning techniques\[\*\] Implement deep learning algorithms and work with revolutionary libraries in Python\[\*\] Get real-world examples and easy-to-follow tutorials on Theano, TensorFlow, H2O and ... Leia mais

    R$ 257,39

  • Generative AI with Python and PyTorch

    Navigating the AI frontier with LLMs, Stable Diffusion, and next-gen AI applications

    Master GenAI techniques to create images and text using variational autoencoders (VAEs), generative adversarial networks (GANs), LSTMs, and large language models (LLMs)Key FeaturesImplement real-world applications of LLMs and generative AIFine-tune models with PEFT and LoRA to speed up trainingExpand your LLM toolbox with Retrieval Augmented Generation (RAG) techniques, LangChain, and ... Leia mais

    R$ 221,39

  • Informed Machine Learning

    Séries series Cognitive Technologies
    This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is ... Leia mais

    Gratuito

  • MATLAB for Neuroscientists

    An Introduction to Scientific Computing in MATLAB

    MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and ... Leia mais

    R$ 267,29

  • Introduction To Machine Learning In Quantitative Finance, An

    Séries series Advanced Textbooks In Mathematics
    In today's world, we are increasingly exposed to the words 'machine learning' (ML), a term which sounds like a panacea designed to cure all problems ranging from image recognition to machine language translation. Over the past few years, ML has gradually permeated the financial sector, reshaping the landscape of quantitative finance as we know it.An Introduction to Machine Learning in Quantitative ... Leia mais

    R$ 171,29

  • Introduction to Deep Learning

    From Logical Calculus to Artificial Intelligence

    de Sandro Skansi ...
    Séries series Computer Science (R0)
    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 mathematical derivations in a step-by-step manner. The content coverage includes convolutional ... Leia mais

    R$ 262,49

  • Hands-On Neural Networks with Keras

    Design and create neural networks using deep learning and artificial intelligence principles

    de Niloy Purkait ...
    Your one-stop guide to learning and implementing artificial neural networks with Keras effectivelyKey FeaturesDesign and create neural network architectures on different domains using KerasIntegrate neural network models in your applications using this highly practical guideGet ready for the future of neural networks through transfer learning and predicting multi network modelsBook ... Leia mais

    R$ 184,49

  • Exploratory Data Analysis with MATLAB

    Séries series Chapman & Hall/CRC Computer Science & Data Analysis
    Praise for the Second Edition:"The authors present an intuitive and easy-to-read book. … accompanied by many examples, proposed exercises, good references, and comprehensive appendices that initiate the reader unfamiliar with MATLAB."—Adolfo Alvarez Pinto, International Statistical Review"Practitioners of EDA who use MATLAB will want a copy of this book. … The authors have done a great service by ... Leia mais

    R$ 365,50

  • Emotion Recognition

    A Pattern Analysis Approach

    A timely book containing foundations and current research directions on emotion recognition by facial expression, voice, gesture and biopotential signalsThis book provides a comprehensive examination of the research methodology of different modalities of emotion recognition. Key topics of discussion include facial expression, voice and biopotential signal-based emotion recognition. Special ... Leia mais

    R$ 646,60

  • Computational Neuroscience and Cognitive Modelling

    A Student′s Introduction to Methods and Procedures

    "For the neuroscientist or psychologist who cringes at the sight of mathematical formulae and whose eyes glaze over at terms like differential equations, linear algebra, vectors, matrices, Bayes’ rule, and Boolean logic, this book just might be the therapy needed."- Anjan Chatterjee, Professor of Neurology, University of Pennsylvania"Anderson provides a gentle introduction to computational aspects ... Leia mais

    R$ 514,89