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Hands-On Neural Networks with Keras

You're reading from  Hands-On Neural Networks with Keras

Product type Book
Published in Mar 2019
Publisher Packt
ISBN-13 9781789536089
Pages 462 pages
Edition 1st Edition
Languages
Author (1):
Niloy Purkait Niloy Purkait
Profile icon Niloy Purkait

Table of Contents (16) Chapters

Preface Section 1: Fundamentals of Neural Networks
Overview of Neural Networks A Deeper Dive into Neural Networks Signal Processing - Data Analysis with Neural Networks Section 2: Advanced Neural Network Architectures
Convolutional Neural Networks Recurrent Neural Networks Long Short-Term Memory Networks Reinforcement Learning with Deep Q-Networks Section 3: Hybrid Model Architecture
Autoencoders Generative Networks Section 4: Road Ahead
Contemplating Present and Future Developments Other Books You May Enjoy

On processing reality sequentially

The notion of changing the order of processing a sequence is quite an intriguing one. We humans certainly seem to prefer a certain order of learning things over another. The second sentence that's been reproduced in the following image simply makes no sense to us, even though we know exactly what each individual word within the sentence means. Similarly, many of us have a hard time reciting the letters of the alphabet backward, even though we are extremely familiar with each letter, and compose much more complex concepts with them, such as words, ideas, and even Keras code:

It is very likely that our sequential preferences have to do with the nature of our reality, which is sequential and forward-moving by definition. At the end of the day, the configuration of the 1011 neurons in our brain has been engineered by time and natural forces...

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