COMPUTERS / Neural Networks
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Gradient Expectations
Structure, Origins, and Synthesis of Predictive Neural Networks
ISBN: 9780262545617
An insightful investigation into the mechanisms underlying the predictive functions of neural networks—and their ability to chart a new path for AI.
The Cortex and the Critical Point
The Cortex and the Critical Point
Understanding the Power of Emergence
ISBN: 9780262544030
How the cerebral cortex operates near a critical phase transition point for optimum performance.
Algorithms for Decision Making
Algorithms for Decision Making
ISBN: 9780262047012
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.
Verifying Cyber-Physical Systems
Verifying Cyber-Physical Systems
A Path to Safe Autonomy
ISBN: 9780262044806
A graduate-level textbook that presents a unified mathematical framework for modeling and analyzing cyber-physical systems, with a strong focus on verification.
Elements of Causal Inference
Foundations and Learning Algorithms
ISBN: 9780262037310
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.
Signals and Boundaries
Building Blocks for Complex Adaptive Systems
ISBN: 9780262525930
An overarching framework for comparing and steering complex adaptive systems is developed through understanding the mechanisms that generate their intricate signal/boundary hierarchies.
Predicting Structured Data
ISBN: 9780262528047
State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.
Toward Brain-Computer Interfacing
Toward Brain-Computer Interfacing
ISBN: 9780262527880
The latest research in the development of technologies that will allow humans to communicate, using brain signals only, with computers, wheelchairs, prostheses, and other devices.
Advances in Neural Information Processing Systems 16
Advances in Neural Information Processing Systems 16
Proceedings of the 2003 Conference
ISBN: 9780262201520
Papers presented at the 2003 Neural Information Processing Conference by leading physicists, neuroscientists, mathematicians, statisticians, and computer scientists.
Gradient Expectations
Structure, Origins, and Synthesis of Predictive Neural Networks
ISBN: 9780262545617
An insightful investigation into the mechanisms underlying the predictive functions of neural networks—and their ability to chart a new path for AI.
The Cortex and the Critical Point
The Cortex and the Critical Point
Understanding the Power of Emergence
ISBN: 9780262544030
How the cerebral cortex operates near a critical phase transition point for optimum performance.
Algorithms for Decision Making
Algorithms for Decision Making
ISBN: 9780262047012
A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.
Verifying Cyber-Physical Systems
Verifying Cyber-Physical Systems
A Path to Safe Autonomy
ISBN: 9780262044806
A graduate-level textbook that presents a unified mathematical framework for modeling and analyzing cyber-physical systems, with a strong focus on verification.
Elements of Causal Inference
Foundations and Learning Algorithms
ISBN: 9780262037310
A concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.
Signals and Boundaries
Building Blocks for Complex Adaptive Systems
ISBN: 9780262525930
An overarching framework for comparing and steering complex adaptive systems is developed through understanding the mechanisms that generate their intricate signal/boundary hierarchies.
Predicting Structured Data
ISBN: 9780262528047
State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.
Toward Brain-Computer Interfacing
Toward Brain-Computer Interfacing
ISBN: 9780262527880
The latest research in the development of technologies that will allow humans to communicate, using brain signals only, with computers, wheelchairs, prostheses, and other devices.
Advances in Neural Information Processing Systems 16
Advances in Neural Information Processing Systems 16
Proceedings of the 2003 Conference
ISBN: 9780262201520
Papers presented at the 2003 Neural Information Processing Conference by leading physicists, neuroscientists, mathematicians, statisticians, and computer scientists.