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Multilayer Neural Networks

Multilayer Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 291 MB
Genre: eLearning | Language: English

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Category: E-Book
Artificial Neural Networks for Engineers and Scientists: Solving Ordinary Differential Equations

Artificial Neural Networks for Engineers and Scientists: Solving Ordinary Differential Equations by S. Chakraverty, Susmita Mall
2017 | ISBN: 1498781381 | English | 168 pages | PDF | 9 MB
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Category: Tutorial
Neural Networks
Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 48KHz 2ch | Duration: 43M | 229 MB
Genre: eLearning | Language: English

Neural networks form the foundation for deep learning, the most advanced and popular machine learning technique in use today. This course provides an introduction to neural networks. It begins with an overview of a neural network's basic concepts and building blocks - neurons, weights, activations, and layers - before explaining how to train one using gradient descent.

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Category: E-Book

Advances in Neural Computation, Machine Learning, and Cognitive Research

Advances in Neural Computation, Machine Learning, and Cognitive Research: Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia By Boris Kryzhanovs, kyWitali Dunin-Barkowski, Vladimir Redko
English | PDF | 2017 (2018 Edition) | 208 Pages | ISBN : 3319666037 | 12.45 MB
This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation and emotions, to neurocomputing, deep learning, classification and clustering. Further topics include signal processing methods, robotics and neurobionics, and computer vision alike.

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Category: E-Book

Advanced Models of Neural Networks Nonlinear Dynamics and Stochasticity in Biological Neurons

Gerasimos G. Rigatos, "Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons"
English | 2014 | ISBN: 3662437635 | PDF | pages: 296 | 8.8 mb

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Category: Tutorial
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O'Reilly - Understanding Convolutional Neural Networks (CNNs)
English | Size: 991.69 MB
Category: Tutorial

Convolutional neural networks (CNNs) enable very powerful deep learning based techniques for processing, generating, and sensemaking of visual information. These are revolutionary techniques in computer vision that impact technologies ranging from e-commerce to self-driving cars. This course offers an in-depth examination of CNNs, their fundamental processes, their applications, and their role in visualization and image enhancement. The course covers concepts, processes, and technologies such as CNN layers and architectures. It also explains CNN image classification and segmentation, deep dream and style transfer, super-resolution, and generative adversarial networks (GANs). Learners who come to this course with a basic knowledge of deep learning principles, some computer vision experience, and exposure to engineering math should gain the ability to implement CNNs and use them to create their own visualizations.
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Category: E-Book
Deep Learning and Convolutional Neural Networks for Medical Image Computing

Deep Learning and Convolutional Neural Networks for Medical Image Computing: Precision Medicine, High Performance and Large-Scale Datasets (Advances in Computer Vision and Pattern Recognition) by Le Lu, Yefeng Zheng, Gustavo Carneiro, Lin Yang
2017 | ISBN: 3319429981 | English | 326 pages | PDF | 14 MB
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Category: E-Book
Deep Learning: Practical Neural Networks with Java

Yusuke Sugomori, Bostjan Kaluza, Fabio M. Soares, Alan M. F. Souza, "Deep Learning: Practical Neural Networks with Java"
English | 2017 | ISBN: 1788470311 | 744 pages | EPUB | 17.4 MB
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Category: Tutorial
Deep Learning: Convolutional Neural Networks in Python

Deep Learning: Convolutional Neural Networks in Python
$120 | Duration: 4 hours | Video: h264, 1280x720 | Audio: AAC, 44100 Hz, 2 Ch | 464 MB
Genre: eLearning | Language: English | Project Files
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Category: Tutorial
Understanding Convolutional Neural Networks (CNNs)
Understanding Convolutional Neural Networks (CNNs)
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 48M | 964 MB
Genre: eLearning | Language: English

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