Neural Networks for Electronics Hobbyists: A Non-Technical Project-Based Introduction
By Richard McKeon
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 will start with an interesting non-technical introduction to neural networks, and then create an electronics project. The project is not complicated, but it demonstrates how the back propagation can be used to adjust connection strengths or -weights- and train the network.
- Author
- Richard McKeon
- Language
- English
- Size
- 1.89 Mb
- Pages
- 146
- Format
- Year
- 2018
- Edition
- 1
About This Book
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 will start with an interesting non-technical introduction to neural networks, and then create an electronics project. The project is not complicated, but it demonstrates how the back propagation can be used to adjust connection strengths or -weights- and train the network.
Contents
- Chapter 1: Biological Neural
- 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?