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Products
The Little Learner: A Straight Line to Deep Learning
Daniel P. Friedman
Paperback
• Author(s): Daniel P. Friedman • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Data Science - Machine LearningA highly accessible, step-by-step introduction to deep learning, written in an engaging, question-and-answer style. The ...
View full detailsPredicting Structured Data
Gokhan Bakir, Thomas Hofmann, Bernhard Scholkopf
Paperback
• Author(s): Gokhan Bakir | Thomas Hofmann | Bernhard Scholkopf • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Data Science - Neural NetworksState-of-the-art algorithms and theory in a novel domain of machine learning, prediction ...
View full detailsNeural Computing Architectures: The Design of Brain-Like Machines
Igor Aleksander
Paperback
• Author(s): Igor Aleksander • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Intelligence (AI) & SemanticsMcClelland and Rumelhart's Parallel Distributed Processing was the first book to present a definitive account of the newl...
View full detailsLog-Linear Models, Extensions, and Applications
Aleksandr Aravkin, Anna Choromanska, Li Deng
Paperback
• Author(s): Aleksandr Aravkin | Anna Choromanska | Li Deng • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Artificial Intelligence - GeneralAdvances in training models with log-linear structures, with topics including variable sel...
View full detailsThe Mind within the Net: Models of Learning, Thinking, and Acting
Manfred Spitzer
Paperback
• Author(s): Manfred Spitzer • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: NeuroscienceA highly readable, non-mathematical introduction to neural networks--computer models that help us to understand how we perceive, think, feel, ...
View full detailsUnderstanding Deep Learning
Simon J. D. Prince
Hardcover
• Author(s): Simon J. D. Prince • Publisher: MIT Press • Publisher Imprint: MIT Press • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningAn authoritative, accessible, and up-to-date treatment of deep le...
View full detailsModeling Neural Circuits Made Simple with Python
Robert Rosenbaum
Paperback
• Author(s): Robert Rosenbaum • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Life Sciences - NeuroscienceAn accessible undergraduate textbook in computational neuroscience that provides an introduction to the mathematical and comp...
View full detailsGradient Expectations: Structure, Origins, and Synthesis of Predictive Neural Networks
Keith L. Downing
Paperback
• Author(s): Keith L. Downing • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Data Science - Neural NetworksAn insightful investigation into the mechanisms underlying the predictive functions of neural networks--and their ability t...
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