{"product_id":"hardware-architectures-for-deep-learning-9781785617683","title":"Hardware Architectures for Deep Learning","description":"\u003cp\u003e • Author(s): Masoud Daneshtalab\u003cbr\u003e • Publisher: Institution of Engineering \u0026amp; Technology\u003cbr\u003e • Publisher Imprint: Institution of Engineering \u0026amp; Technology\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book presents and discusses innovative ideas in the design, modelling, implementation, and optimization of hardware platforms for neural networks.\u003c\/p\u003e \u003cp\u003eThe rapid growth of server, desktop, and embedded applications based on deep learning has brought about a renaissance in interest in neural networks, with applications including image and speech processing, data analytics, robotics, healthcare monitoring, and IoT solutions. Efficient implementation of neural networks to support complex deep learning-based applications is a complex challenge for embedded and mobile computing platforms with limited computational\/storage resources and a tight power budget. Even for cloud-scale systems it is critical to select the right hardware configuration based on the neural network complexity and system constraints in order to increase power- and performance-efficiency.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eHardware Architectures for Deep Learning\u003c\/i\u003e provides an overview of this new field, from principles to applications, for researchers, postgraduate students and engineers who work on learning-based services and hardware platforms.\u003c\/p\u003e","brand":"Institution of Engineering \u0026 Technology","offers":[{"title":"Hardcover","offer_id":45413059231895,"sku":"9781785617683","price":12211.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781785617683.webp?v=1767918970","url":"https:\/\/atlanticbooks.com\/products\/hardware-architectures-for-deep-learning-9781785617683","provider":"Atlantic Books","version":"1.0","type":"link"}