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Evolutionary Algorithms and Neural Networks: Theory and Applications

Evolutionary Algorithms and Neural Networks: Theory and Applications

Evolutionary Algorithms and Neural Networks: Theory and Applications by Seyedali Mirjalili
English | PDF,EPUB | 2018 (2019 Edition) | 164 Pages | ISBN : 3319930249 | 12.28 MB
This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.
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Neural Networks and Deep Learning Neural Networks & Deep Learning, Deep Learning, Big Data


Neural Networks and Deep Learning Neural Networks & Deep Learning, Deep Learning, Big Data

Neural Networks and Deep Learning: Neural Networks & Deep Learning, Deep Learning, Big Data by Pat Nakamoto
English | 24 Jun. 2018 | ASIN: B07F12Q94H | 217 Pages | EPUB | 2.13 MB

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Deep Learning with Keras Implementing deep learning models and neural networks with the power of Python


Deep Learning with Keras Implementing deep learning models and neural networks with the power of Python

Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python by Antonio Gulli
English | 26 Apr. 2017 | ISBN: 1787128423 | 318 Pages | MOBI | 83.36 MB

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Deep Learning & Tensorflow Neural Networks & AI In Python


Deep Learning & Tensorflow Neural Networks & AI In Python

Deep Learning & Tensorflow: Neural Networks & AI In Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 6 Hours | Lec: 33 | 740 MB
Genre: eLearning | Language: English

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Neural Networks with Discontinuous/Impact Activations

Neural Networks with Discontinuous/Impact Activations

Marat Akhmet, Enes Yılmaz, "Neural Networks with Discontinuous/Impact Activations"
English | 2013 | ISBN: 1461485657 | PDF | pages: 176 | 3.2 mb
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Kalman Filtering and Neural Networks


Kalman Filtering and Neural Networks

Simon Haykin, "Kalman Filtering and Neural Networks"
English | 2001 | ISBN: 0471369985 | DJVU | pages: 284 | 1.8 mb

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Getting Started with Neural Nets in R

Getting Started with Neural Nets in R

Getting Started with Neural Nets in R
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2.5 Hours | 422 MB
Genre: eLearning | Language: English

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Practical Convolutional Neural Networks

Practical Convolutional Neural Networks
Practical Convolutional Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 478 MB
Genre: eLearning | Language: English


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Deep Learning Architecture for Building Artificial Neural Networks

Deep Learning Architecture for Building Artificial Neural Networks


Deep Learning Architecture for Building Artificial Neural Networks
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 42M | 385 MB
Genre: eLearning | Language: English

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Packt Pub - Create Your Own Sophisticated Model with Neural Networks

Packt Pub - Create Your Own Sophisticated Model with Neural Networks
Packt Pub - Create Your Own Sophisticated Model with Neural Networks
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, Stereo | Duration: 1h 24m | 330 MB
Genre: eLearning | Language: English


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