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1. |
Record Nr. |
UNINA9910557209603321 |
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Autore |
Apt Alexander S |
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Titolo |
Mycobacteria-Host Interactions: Genetics, Immunity, Pathology |
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Pubbl/distr/stampa |
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Descrizione fisica |
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1 online resource (146 p.) |
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Soggetti |
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Infectious & contagious diseases |
Science: general issues |
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Lingua di pubblicazione |
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Materiale a stampa |
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Livello bibliografico |
Monografia |
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Sommario/riassunto |
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This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact |
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2. |
Record Nr. |
UNINA9911019689003321 |
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Autore |
Dawson Michael R. W |
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Titolo |
Minds and Machines : Connectionism and Psychological Modeling |
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Pubbl/distr/stampa |
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ISBN |
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9786611322786 |
9781281322784 |
1281322784 |
9780470752999 |
0470752998 |
9780470752982 |
047075298X |
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Descrizione fisica |
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1 online resource (300 p.) |
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Disciplina |
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Soggetti |
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Cognitive science |
Connectionism |
Psychoanalytic Theory |
Cognitive Science |
Models, Psychological |
Models, Theoretical |
Psychology |
Psychological Theory |
Behavioral Sciences |
Investigative Techniques |
Psychological Phenomena |
Psychiatry and Psychology |
Behavioral Disciplines and Activities |
Analytical, Diagnostic and Therapeutic Techniques and Equipment |
Social Sciences |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di contenuto |
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Minds and Machines: Connectionism and Psychological Modeling; Contents; List of Figures; List of Tables; 1 The Kids in the Hall; 1.1 Synthetic vs. Analytic Traditions; 2 Advantages and Disadvantages of Modeling; 2.1 What is a Model?; 2.2 Advantages and Disadvantages of Models; 3 Models of Data; 3.1 An Example of a Model of Data; 3.2 Properties of Models of Data; 4 Mathematical Models; 4.1 An Example of a Mathematical Model; 4.2 Mathematical Models vs. Models of Data; 5 Computer Simulations; 5.1 A Sample Computer Simulation; 5.2 Connectionist Models; 5.3 Properties of Computer Simulations |
6 First Steps Toward Synthetic Psychology6.1 Introduction; 6.2 Building a Thoughtless Walker; 6.3 Step 1: Synthesis; 6.4 Step 2: Emergence; 6.5 Step 3: Analysis; 6.6 Issues Concerning Synthetic Psychology; 7 Uphill Analysis, Downhill Synthesis?; 7.1 Introduction; 7.2 From Homeostats to Tortoises; 7.3 Vehicles; 7.4 Synthesis and Emergence: Some Modern Examples; 7.5 The Law of Uphill Analysis and Downhill Synthesis; 8 Connectionism as Synthetic Psychology; 8.1 Introduction; 8.2 Beyond Sensory Reflexes; 8.3 Connectionism, Synthesis, and Representation; 8.4 Summary and Conclusions |
9 Building Associations9.1 From Associationism to Connectionism; 9.2 Building an Associative Memory; 9.3 Beyond the Limitations of Hebb Learning; 9.4 Associative Memory and Synthetic Psychology; 10 Making Decisions; 10.1 The Limits of Linearity; 10.2 A Fundamental Nonlinearity; 10.3 Building a Perceptron: A Nonlinear Associative Memory; 10.4 The Psychology of Perceptrons; 10.5 The Need for Layers; 11 Sequences of Decisions; 11.1 The Logic of Layers; 11.2 Training Multilayered Networks; 11.3 A Simple Case Study: Exclusive Or; 11.4 A Second Case Study: Classifying Musical Chords |
11.5 A Third Case Study: From Connectionism to Selectionism12 From Synthesis to Analysis; 12.1 Representing Musical Chords in a PDP Network; 12.2 Interpreting the Internal Structure of Value Unit Networks; 12.3 Network Interpretation and Synthetic Psychology; 13 From Here to Synthetic Psychology; References; Name Index; Subject Index |
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Minds and Machines: Connectionism and Psychological Modeling examines different kinds of models and investigates some of the basic properties of connectionism in the context of synthetic psychology, including detailed accounts of how the internal structure of connectionist networks can be interpreted. Introduces connectionist models as tools that are both synthetic and representational and which can be used as the basis for conducting synthetic psychology. Includes distinctively varied account of modeling, historical overview of the synthetic approach, and unique |
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