Deep Belief Nets in C++ and CUDA C volume 1 Restricted Boltzmann Machines and Supervised Feedforward Networks 电子书下载
书名:Deep Belief Nets in C++ and CUDA C volume 1 Restricted Boltzmann Machines and Supervised Feedforward Networks
Discover the essential building blocks of the most common forms of deep belief networks. At each step this book provides intuitive motivation, a summary of the most important equations relevant to the topic, and concludes with highly commented code for threaded computation on modern CPUs as well as massive parallel processing on computers with CUDA-capable video display cards. The first of three in a series on C++ and CUDA C deep learning and belief nets, Deep Belief Nets in C++ and CUDA C: Volume 1 shows you how the structure of these elegant models is much closer to that of human brains than traditional neural networks; they have a thought process that is capable of learning abstract concepts built from simpler primitives. As such, you’ll see that a typical deep belief net can learn to recognize complex patterns by optimizing millions of parameters, yet this model can still be resistant to overfitting. All the routines and algorithms presented in the book are available in the code download, which also contains some libraries of related routines. What You Will Learn Employ deep learning using C++ and CUDA C Work with supervised feedforward networks Implement restricted Boltzmann machines Use generative samplings Discover why these are importantWho This Book Is ForThose who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.
如果您对该资源产生疑虑,欢迎您 点击此处 举报不良内容。 希望我们能共建一个文明社区!感谢您的合作与支持!
猜你喜欢
- 战争与和平 电子书下载
- 《神奇的逻辑思维游戏书》索尼国际教育公司/姜丽萍全译 电子书下载
- Troubleshooting BGP: A Practical Guide to Understanding and Troubleshooting BGP (Networking Technology) 电子书下载
- 《伟大的思想(中英双语版·全48册)》柏拉图 等典藏版 电子书下载
- 三生三世莲理枝(全三册) 电子书下载
- 《直到世界反映了灵魂最深层的需要》露易丝·格丽克中文版 电子书下载
- 中国误会了袁世凯 电子书下载
- 掌握市場週期:價值投資大師霍華.馬克斯教你看對市場時機,提高投資勝算 电子书下载
- 花旗银行引领您构筑个人财富 电子书下载
- 《第二性》西蒙·波伏娃 电子书下载
- 中国国宝建筑:北国经典 电子书下载
- 我的一个世纪 电子书下载