{"product_id":"novel-tensor-fields-jamie-flux-9798340282057","title":"Novel Tensor Fields: Beyond Classical Tensor Calculus in AI","description":"Venturing into novel territory, we explore advanced tensor field theories that extend traditional mathematical frameworks. These include: \u003cp\u003e\u003c\/p\u003e- \u003cb\u003eHypercomplex Tensor Fields: \u003c\/b\u003e Exploring tensors defined over hypercomplex number systems, enabling more efficient representations of multidimensional data. \u003cp\u003e\u003c\/p\u003e- \u003cb\u003eNon-Euclidean Tensor Spaces: \u003c\/b\u003eDiscussing tensor fields in curved spaces and their applications in modeling data with underlying geometric complexities. \u003cp\u003e\u003c\/p\u003e- \u003cb\u003eDynamic Tensor Fields: \u003c\/b\u003e Presenting tensors that evolve over time, crucial for temporal data analysis and sequential decision-making processes. \u003cp\u003e\u003c\/p\u003e- \u003cb\u003eStochastic Tensor Fields: \u003c\/b\u003e Integrating probabilistic approaches within tensor calculus to address uncertainties inherent in real-world data. \u003cp\u003e\u003c\/p\u003eThe core of the book focuses on how these novel tensor fields can be harnessed in AI: \u003cp\u003e\u003c\/p\u003e- \u003cb\u003eDeep Learning Innovations: \u003c\/b\u003eDemonstrating how advanced tensor operations can enhance neural network architectures, leading to more powerful and interpretable models. \u003cp\u003e\u003c\/p\u003e- \u003cb\u003eGeometric Machine Learning: \u003c\/b\u003eApplying tensor field concepts to develop algorithms that respect the geometric structure of data, improving performance in areas like computer vision and graphics.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jamie Flux\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798340282057\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/25\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 390\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.15lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.80d","brand":"Jamie Flux","offers":[{"title":"Paperback","offer_id":48113919492351,"sku":"9798340282057","price":49.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_742ff9c9-f9b6-46f7-96b4-20c73292d440.jpg?v=1769617974","url":"https:\/\/www.whiterainbookhouse.com\/products\/novel-tensor-fields-jamie-flux-9798340282057","provider":"WR Book House","version":"1.0","type":"link"}