Algorithms and Architectures of Artificial Intelligence

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The book "Algorithms and Architectures of Artificial Intelligence" is a comprehensive guide on the development of intelligent systems. It is authored by two renowned scholars in the field of Artificial Intelligence (AI), namely Viktor K. Prasanna and Wei-Keng Liao, both of whom are affiliated with the University of Southern California.

The book covers a detailed discussion of the various algorithms and architectures used in the development of intelligent systems. It delves deeper into the neural network architecture and its various types, including the feedforward, recurrent, and convolutional neural networks. It also explores the deep learning architectures such as autoencoders, generative adversarial networks, and recurrent neural networks, among others.

Other topics covered include probabilistic graphical modeling, natural language processing, optimization techniques for AI, and computer vision algorithms, among others. The book also highlights the role of parallel computing in the development of AI systems.

Apart from the theoretical concepts, the book also includes practical examples of AI algorithms and architectures, making it an appropriate textbook for students and researchers in the field of AI. It serves as a comprehensive reference guide for professionals also.

To sum it up, "Algorithms and Architectures of Artificial Intelligence" is a must-read for anyone interested in the development and implementation of intelligent systems. Description by ChatGPT.

Product details
Publication date: September 15, 2007
Print length: 171 pages
Weight: 1.1 lb
Dimensions: 9.7 x 6.5 x 0.7 in
asins: 1586037706
ean13: 9781586037703
isbn: 9781586037703
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