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£91.95
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Springer - Statistical Mechanics of Neural Networks Book
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Description
Key Features
Springer provides a detailed introduction to the statistical mechanics underlying neural network operations.
The text covers advanced mathematical techniques including the cavity method, mean-field theory, and replica techniques.
Learn about specific neural architectures through discussions on associative memory models and perceptron models.
Study complex dynamics including the chaos theory of recurrent neural networks and eigen-spectrums.
Develop essential skillsets by exploring unsupervised learning, variational methods, and the Nishimori condition.
Product Specifications
- Brand
- Springer
- Format
- hardcover
- ASIN
- 9811675694
- Domain
- Amazon UK
- Release Date
- 05 January 2022
- Listed Since
- 28 September 2021
Barcode
No barcode data available
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