{"product_id":"9781484235904","title":"Deep Belief Nets in C++ and CUDA C: Volume 1: Restricted Boltzmann Machines and Supervised Feedforward Networks","description":"\u003ch1\u003eDeep Belief Nets in C++ and CUDA C: Volume 1: Restricted Boltzmann Machines and Supervised Feedforward Networks\u003c\/h1\u003e \u003ch2\u003eMasters, Timothy\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003eDiscover 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. \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThe first of three in a series on C++ and CUDA C deep learning and belief nets, \u003ci\u003eDeep Belief Nets in C++ and CUDA C: Volume 1\u003c\/i\u003e 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. \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eAll theroutines and algorithms presented in the book are available in the code download, which also contains some libraries of related routines. \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cul\u003e\n\u003cli\u003eEmploy deep learning using C++ and CUDA C\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eWork with supervised feedforward networks \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eImplement restricted Boltzmann machines \u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eUse generative samplings\u003cbr\u003e\n\u003c\/li\u003e\n\u003cli\u003eDiscover why these are important\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThose who have at least a basic knowledge of neural networks and some prior programming experience, although some C++ and CUDA C is recommended.\u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-04-24\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484235904\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-3591-1\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 219\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47525308465292,"sku":"9781484235904","price":34.19,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484235904.jpg?v=1776021336","url":"https:\/\/lateknightbooks.com\/products\/9781484235904","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}