Theory of Neural Information Processing Systems pdf epub mobi txt 电子书 下载 2025
- 神经信息处理
- 神经网络
- 机器学习
- 计算神经科学
- 人工智能
- 信息论
- 模式识别
- 生物信息学
- 认知科学
- 理论基础
具体描述
Theory of Neural Information Processing Systems provides an explicit, coherent, and up-to-date account of the modern theory of neural information processing systems. It has been carefully developed for graduate students from any quantitative discipline, including mathematics, computer science, physics, engineering or biology, and has been thoroughly class-tested by the authors over a period of some 8 years. Exercises are presented throughout the text and notes on historical background and further reading guide the student into the literature. All mathematical details are included and appendices provide further background material, including probability theory, linear algebra and stochastic processes, making this textbook accessible to a wide audience.
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