First Published in 1997. Routledge is an imprint of Taylor & Francis, an informa company.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Contents: Preface. Part I: What Is the Role of Optimality?D.S. Levine Don't Just Stand There Optimize Something! P.J. Werbos Optimization: A Foundation for Understanding Consciousness. S. Leven Negotiating Inside the Brain -- and Out: The Microfoundations Project. D.G. Stork B. Jackson S. Walker Nonoptimality in a Neurobiological System. W.R. Elsberry Optimality and Strategies in Biological and Artificial Neural Networks. M.R. DeYong T. Eskridge Properties of Optimality in Neural Networks. Part II: Quantitative Foundations of Neural Optimality.P.S. Prueitt Optimality and Options in the Context of Behavioral Choice. I. Parberry Knowledge Understanding and Computational Complexity. R.M. Golden Optimal Statistical Goals for Neural Networks Are Necessary Important and Practical. G.D. Tattersall Rule Induction and Mapping Completion in Neural Networks. R.E. Dorsey J.D. Johnson Evolution of Dynamic Reconfigurable Neural Networks: Energy Surface Optimality Using Genetic Algorithms. A. Jagota Optimization by a Hopfield-Style Network. Part III: Optimality in Learning Cognition and Perception.D.C. Chance J.Y. Cheung S. Lykins A.W. Lawton An Examination of Mathematical Models of Learning in a Single Neuron. S. Bengio Y. Bengio J. Cloutier J. Gescei On the Optimization of a Synaptic Learning Rule. G.A. Carpenter Spatial Pattern Learning Catastrophic Forgetting and Optimal Rules of Synaptic Transmission. H. Abdi D. Valentin A.J. O'Toole A Generalized Autoassociator Model for Face Processing and Sex Categorization: From Principal Components to Multivariate Analysis. J. Bhaumik B. Bhaumik A Neural Network for Determining Subjective Contours. Part IV: Optimality in Decision Communication and Control.H. Ög(the g has an upsidedown circumflex -- a "v" to be found at the WordPerfect stage)men R.V. Prakash A Developmental Perspective to Neural Models of Intelligence and Learning. G-Z. Rosenstein The Income-Choice Approach and Some Unsolved Problems of Psychopathology - A "Bridge Over Time." S. Candelaria de Ram Communication Cognition: Interactive Nets We Weave When We Practice to Perceive. R.T. Bradley K.H. Pribram Communication and Optimality in Biosocial Collectives.
Contents: Preface. Part I: What Is the Role of Optimality?D.S. Levine Don't Just Stand There Optimize Something! P.J. Werbos Optimization: A Foundation for Understanding Consciousness. S. Leven Negotiating Inside the Brain -- and Out: The Microfoundations Project. D.G. Stork B. Jackson S. Walker Nonoptimality in a Neurobiological System. W.R. Elsberry Optimality and Strategies in Biological and Artificial Neural Networks. M.R. DeYong T. Eskridge Properties of Optimality in Neural Networks. Part II: Quantitative Foundations of Neural Optimality.P.S. Prueitt Optimality and Options in the Context of Behavioral Choice. I. Parberry Knowledge Understanding and Computational Complexity. R.M. Golden Optimal Statistical Goals for Neural Networks Are Necessary Important and Practical. G.D. Tattersall Rule Induction and Mapping Completion in Neural Networks. R.E. Dorsey J.D. Johnson Evolution of Dynamic Reconfigurable Neural Networks: Energy Surface Optimality Using Genetic Algorithms. A. Jagota Optimization by a Hopfield-Style Network. Part III: Optimality in Learning Cognition and Perception.D.C. Chance J.Y. Cheung S. Lykins A.W. Lawton An Examination of Mathematical Models of Learning in a Single Neuron. S. Bengio Y. Bengio J. Cloutier J. Gescei On the Optimization of a Synaptic Learning Rule. G.A. Carpenter Spatial Pattern Learning Catastrophic Forgetting and Optimal Rules of Synaptic Transmission. H. Abdi D. Valentin A.J. O'Toole A Generalized Autoassociator Model for Face Processing and Sex Categorization: From Principal Components to Multivariate Analysis. J. Bhaumik B. Bhaumik A Neural Network for Determining Subjective Contours. Part IV: Optimality in Decision Communication and Control.H. Ög(the g has an upsidedown circumflex -- a "v" to be found at the WordPerfect stage)men R.V. Prakash A Developmental Perspective to Neural Models of Intelligence and Learning. G-Z. Rosenstein The Income-Choice Approach and Some Unsolved Problems of Psychopathology - A "Bridge Over Time." S. Candelaria de Ram Communication Cognition: Interactive Nets We Weave When We Practice to Perceive. R.T. Bradley K.H. Pribram Communication and Optimality in Biosocial Collectives.
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