Tag: Neural

Hands-On Graph Neural Networks Using Python


Free Download Hands-On Graph Neural Networks Using Python: Practical techniques and architectures for building powerful graph and deep learning apps with PyTorch by Maxime Labonne
English | April 14, 2023 | ISBN: 1804617520 | 354 pages | PDF | 35 Mb
Design robust graph neural networks with PyTorch Geometric by combining graph theory and neural networks with the latest developments and apps

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Neural Text-to-Speech Synthesis (Artificial Intelligence Foundations, Theory, and Algorithms)


Free Download Neural Text-to-Speech Synthesis (Artificial Intelligence: Foundations, Theory, and Algorithms) by Xu Tan
English | May 30, 2023 | ISBN: 9819908264 | 226 pages | MOBI | 7.94 Mb
Text-to-speech (TTS) aims to synthesize intelligible and natural speech based on the given text. It is a hot topic in language, speech, and machine learning research and has broad applications in industry. This book introduces neural network-based TTS in the era of deep learning, aiming to provide a good understanding of neural TTS, current research and applications, and the future research trend.

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Neural Networks and Deep Learning A Textbook


Free Download Neural Networks and Deep Learning: A Textbook by Charu C. Aggarwal
English | June 30, 2023 | ISBN: 3031296419 | 553 pages | MOBI | 41 Mb
This book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. The theory and algorithms of neural networks are particularly important for understanding important concepts, so that one can understand the important design concepts of neural architectures in different applications. Why do neural networks work? When do they work better than off-the-shelf machine-learning models? When is depth useful? Why is training neural networks so hard? What are the pitfalls? The book is also rich in discussing different applications in order to give the practitioner a flavor of how neural architectures are designed for different types of problems. Deep learning methods for various data domains, such as text, images, and graphs are presented in detail. The chapters of this book span three categories:

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Principles of Neural Science, Fifth Edition (2024)


Free Download James H. Schwartz, Thomas M. Jessell, "Principles of Neural Science, Fifth Edition"
English | 2012 | pages: 1760 | ISBN: 0071390111 | PDF | 215,2 mb
Publisher’s Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product.

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Neural Regulation of Metabolism


Free Download Neural Regulation of Metabolism by Qi Wu
English | EPUB (True) | 2018 | 239 Pages | ISBN : 9811312850 | 10 MB
This book systemically describes the mechanisms underlying the neural regulation of metabolism. Metabolic diseases, including obesity and its associated conditions, currently affect more than 500 million people worldwide. Recent research has shown that the neural regulation of metabolism is a central mechanism that controls metabolic status physiologically and pathophysiologically.

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Neural Information Processing Part II


Free Download Neural Information Processing: 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part II by Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li
English | PDF (True) | 2023 ( 2024 Edition) | 607 Pages | ISBN : 981998081X | 59 MB
The six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023.

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Neural Information Processing Part I


Free Download Neural Information Processing: 30th International Conference, ICONIP 2023, Changsha, China, November 20-23, 2023, Proceedings, Part I by Biao Luo, Long Cheng, Zheng-Guang Wu, Hongyi Li, Chaojie Li
English | PDF (True) | 2023 (2024 Edition) | 614 Pages | ISBN : 981998078X | 54 MB
The six-volume set LNCS 14447 until 14452 constitutes the refereed proceedings of the 30th International Conference on Neural Information Processing, ICONIP 2023, held in Changsha, China, in November 2023.

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