Neurosymbolic AI: Foundations by Alvaro Velasquez (.PDF)
File Size: 11.5 MB
Neurosymbolic AI: Foundations and Applications by Alvaro Velasquez, Houbing Herbert Song, Pradeep Ravikumar, S. Shankar Sastry
Requirements: .PDF reader, 11.5 MB | True PDF
Overview: An up-to-date and expert discussion of neuro-symbolic Artificial Intelligence development. In Neuro-symbolic AI: Foundations and Applications, a team of distinguished researchers delivers a comprehensive overview of the emerging field of neuro-symbolic Artificial Intelligence. Expert contributors explain the integration of symbolic representations with neural networks, demonstrating state-of-the-art practices in the field. The book fosters collaboration amongst diverse disciplines and promotes a deeper understanding of the challenges posed by Deep Learning, including generalizability, explainability, and robustness. It is an authoritative, self-contained reference text that provides a solid foundation for newcomers to the field as well as seasoned researchers and developers. Perfect for researchers and professionals in Artificial Intelligence involved industries, including autonomous driving, military, healthcare, and finance, Neuro-symbolic AI: Foundations and Applications will also benefit students of Computer Science, software engineering, Data Science, and Machine Learning.
Genre: Non-Fiction > Tech & Devices
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