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Lecture Notes in Deep Learning: Theoretical Insights Into an Artificial Mind by Shlomo Dubnov & Dongmian Zou ISBN 9789811280627, 9811280622 instant download

  • SKU: EBN-238016502
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Instant download (eBook) Lecture Notes in Deep Learning: Theoretical Insights Into an Artificial Mind after payment.
Authors:Shlomo Dubnov & Dongmian Zou
Pages:318 pages
Year:2026
Publisher:World Scientific
Language:english
File Size:27.3 MB
Format:pdf
ISBNS:9789811280627, 9811280622
Categories: Ebooks

Product desciption

Lecture Notes in Deep Learning: Theoretical Insights Into an Artificial Mind by Shlomo Dubnov & Dongmian Zou ISBN 9789811280627, 9811280622 instant download

The compendium provides an introduction to the theory of deep learning, from basic principles of neural network modeling and optimization to more advanced topics of neural networks as Gaussian processes, neural tangent and information theory.

This unique reference text complements a largely missing theoretical introduction to neural networks without being overwhelmingly technical in a level accessible to upper-level undergraduate engineering students.

Advanced chapters were designed to offer an additional intuition into the field by explaining deep learning from statistical and information theory perspectives. The book further provides additional intuition to the field by relating it to other statistical and information modeling approaches.

*Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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