Chapter: Getting Started with TensorFlow Deep Learning

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Home > Deep Learning Classifiers with Memristive Networks: Theory and Applications > Getting Started with TensorFlow Deep Learning

Deep Learning Classifiers with Memristive Networks: Theory and Applications |

Alex Pappachen James

Springer International Publishing

Deep Learning Classifiers with Memristive Networks: Theory and Applications

Getting Started with TensorFlow Deep Learning

Chapter Info

Authors

Yeldar Toleubay; Alex Pappachen James

ARI Id

1665178076925_5176053

Access

Not Available Free

Pages

57-67

DOI

10.1007/978-3-030-14524-8_4

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-14524-8_4

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		i-xiii
Front Matter		1-1
Introduction to Neuro-Memristive Systems	Alex Pappachen James	3-12
Memristors: Properties, Models, Materials	Olga Krestinskaya; Aidana Irmanova; Alex Pappachen James	13-40
Deep Learning Theory Simplified	Adilya Bakambekova; Alex Pappachen James	41-55
Getting Started with TensorFlow Deep Learning	Yeldar Toleubay; Alex Pappachen James	57-67
Speech Recognition Application Using Deep Learning Neural Network	Akzharkyn Izbassarova; Aziza Duisembay; Alex Pappachen James	69-79
Deep-Learning-Based Approach for Outdoor Electrical Insulator Inspection	Damira Pernebayeva; Alex Pappachen James	81-88
Front Matter		89-89
Learning Algorithms and Implementation	Olga Krestinskaya; Alex Pappachen James	91-102
Multi-level Memristive Memory for Neural Networks	Aidana Irmanova; Serikbolsyn Myrzakhmet; Alex Pappachen James	103-116
Memristive Threshold Logic Networks	Irina Dolzhikova; Akshay Kumar Maan; Alex Pappachen James	117-130
Memristive Deep Convolutional Neural Networks	Olga Krestinskaya; Alex Pappachen James	131-137
Overview of Long Short-Term Memory Neural Networks	Kamilya Smagulova; Alex Pappachen James	139-153
Memristive LSTM Architectures	Kazybek Adam; Kamilya Smagulova; Alex Pappachen James	155-167
HTM Theory	Yeldos Dauletkhanuly; Olga Krestinskaya; Alex Pappachen James	169-180
Memristive Hierarchical Temporal Memory	Olga Krestinskaya; Irina Dolzhikova; Alex Pappachen James	181-194
Deep Neuro-Fuzzy Architectures	Anuar Dorzhigulov; Alex Pappachen James	195-213
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