Neural Networks for Electronics Hobbyists: A Non-Technical Project-Based Introduction
暫譯: 電子愛好者的神經網絡：非技術性專案導向入門
Richard McKeon
- 出版商: Apress
- 出版日期: 2018-04-11
- 售價: $1,060
- 貴賓價: 9.5 折 $1,007
- 語言: 英文
- 頁數: 156
- 裝訂: Paperback
- ISBN: 1484235061
- ISBN-13: 9781484235065
海外代購書籍(需單獨結帳)
商品描述
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 Learn
- Gain a practical introduction to neural networks
- Review techniques for training networks with electrical hardware and supervised learning
- Understand how parallel processing differs from standard sequential programming
Who This Book Is For
This book 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.
商品描述(中文翻譯)
學習如何實現和構建神經網絡，這本非技術性、以項目為基礎的書籍將作為您的指導。在您逐章學習的過程中，您將構建一個電子項目，提供訓練網絡的實踐經驗。
這裡沒有任何先決條件，您在這本書中不會看到一行電腦代碼。相反，它採用硬體方法，使用非常簡單的電子元件。您將從一個有趣的非技術性神經網絡介紹開始，然後構建一個電子項目。這個項目並不複雜，但它說明了如何使用反向傳播來調整連接強度或“權重”，並訓練網絡。
在本書結束時，您將能夠將所學應用到自己的項目中。如果您喜歡玩弄元件並在麵包板上構建電路，Neural Networks for Electronics Hobbyists 是適合您的書籍。
您將學到的內容：
- 獲得神經網絡的實用介紹
- 回顧使用電氣硬體和監督學習訓練網絡的技術
- 理解並行處理與標準順序編程的區別
本書適合對象：
這本書適合任何對神經網絡感興趣的人，從尋找有趣項目的電子愛好者到沒有經驗的外行人。熟悉神經網絡但僅使用電腦代碼實現的程序員也將從這本書中受益。
