{"product_id":"recurrent-neural-networks-amit-kumar-tyagi-9781032081649","title":"Recurrent Neural Networks: Concepts and Applications","description":"\u003cp\u003eThe text discusses recurrent neural networks for prediction and offers new insights into the learning algorithms, architectures, and stability of recurrent neural networks. It discusses important topics including recurrent and folding networks, long short-term memory (LSTM) networks, gated recurrent unit neural networks, language modeling, neural network model, activation function, feed-forward network, learning algorithm, neural turning machines, and approximation ability. The text discusses diverse applications in areas including air pollutant modeling and prediction, attractor discovery and chaos, ECG signal processing, and speech processing. Case studies are interspersed throughout the book for better understanding.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003e \u003c\/b\u003e\u003cp\u003eFEATURES\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eCovers computational analysis and understanding of natural languages\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eDiscusses applications of recurrent neural network in e-Healthcare\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eProvides case studies in every chapter with respect to real-world scenarios\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eExamines open issues with natural language, health care, multimedia (Audio\/Video), transportation, stock market, and logistics\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eThe text is primarily written for undergraduate and graduate students, researchers, and industry professionals in the fields of electrical, electronics and communication, and computer engineering\/information technology.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Amit Kumar Tyagi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032081643\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032081649\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/08\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 396\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.66lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.94d","brand":"Amit Kumar Tyagi","offers":[{"title":"Hardcover","offer_id":44070903677183,"sku":"9781032081649","price":200.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b800719f-192f-42c8-9df4-346d6bbbf06c.jpg?v=1685433006","url":"https:\/\/www.whiterainbookhouse.com\/products\/recurrent-neural-networks-amit-kumar-tyagi-9781032081649","provider":"WR Book House","version":"1.0","type":"link"}