Neural Networks for Electronics Hobbyists

A Non-Technical Project-Based Introduction

Specificaties
Paperback, blz. | Engels
Apress | e druk, 2018
ISBN13: 9781484235065
Rubricering
Apress e druk, 2018 9781484235065
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Learn how to implement and build a neural network with this non-technical, project-based book as your guide. As you work through the chapters, you'll build an electronics project, providing a hands-on experience in training a network. 
There are no prerequisites here and you won't see a single line of computer code in this book. Instead, it takes a hardware approach using very simple electronic components. You'll start off with an interesting non-technical introduction to neural networks, and then construct an electronics project. The project isn't complicated, but it illustrates how back propagation can be used to adjust connection strengths or "weights" and train a network. 
By the end of this book, you'll be able to take what you've learned and apply it to your own projects. If you like to tinker around with components and build circuits on a breadboard, Neural Networks for Electronics Hobbyists is the book for you. 
What You'll LearnGain a practical introduction to neural networksReview techniques for training networks with electrical hardware and supervised learningUnderstand how parallel processing differs from standard sequential programmingWho This Book Is For

Anyone interest in neural networks, from electronic hobbyists looking for an interesting project to build, to a layperson with no experience. Programmers familiar with neural networks but have only implemented them using computer code will also benefit from this book.

Specificaties

ISBN13:9781484235065
Taal:Engels
Bindwijze:paperback
Uitgever:Apress

Inhoudsopgave

Chapter 1: Biological Neural Networks.- Chapter 2: Implementing Neural Networks.- Chapter 3: Electronic Components.- Chapter 4: Building the Network.- Chapter 5: Training with Back Propagation.- Chapter 6: Training on Other Functions.- Chapter 7: Where Do We Go from Here?.- Appendix A: Nueral Network Software Simbrain.- Appendix B: Resources. 

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        Neural Networks for Electronics Hobbyists