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Connectionism : a hands-on approach / / Michael R.W. Dawson
| Connectionism : a hands-on approach / / Michael R.W. Dawson |
| Autore | Dawson Michael Robert William <1959-> |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Oxford, UK ; ; Malden, MA, : Blackwell Pub., 2005 |
| Descrizione fisica | 1 online resource (210 p.) |
| Disciplina | 153 |
| Soggetto topico | Connectionism |
| ISBN |
1-4051-4387-8
1-280-19855-9 9786610198559 0-470-69407-6 1-4051-4389-4 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
CONNECTIONISM; Contents; Chapter 1:Hands-On Connectionism; 1.1 Connectionism in Principle and in Practice; 1.2 The Organization of This Book; Chapter 2:The Distributed Associative Memory; 2.1 The Paired Associate Task; 2.2 The Standard Pattern Associator; 2.3 Exploring the Distributed Associative Memory; Chapter 3:The James Program; 3.1 Introduction; 3.2 Installing the Program; 3.3 Teaching a Distributed Memory; 3.4 Testing What the Memory Has Learned; 3.5 Using the Program; Chapter 4:Introducing Hebb Learning; 4.1 Overview of the Exercises; 4.2 Hebb Learning of Basis Vectors
4.3 Hebb Learning of Orthonormal,Non-Basis VectorsAppendix - Creating mutually orthogonal vectors with Maple; Chapter 5:Limitations of Hebb Learning; 5.1 Introduction; 5.2 The Effect of Repetition; 5.3 The Effect of Correlation; Appendix - Creating the linearly independent set of vectors; Chapter 6:Introducing the Delta Rule; 6.1 Introduction; 6.2 The Delta Rule; 6.3 The Delta Rule and the Effect of Repetition; 6.4 The Delta Rule and the Effect of Correlation; Chapter 7:Distributed Networks and Human Memory; 7.1 Background on the Paired Associate Paradigm 7.2 The Effect of Similarity on the Distributed Associative MemoryChapter 8:Limitations of Delta Rule Learning; 8.1 Introduction; 8.2 The Delta Rule and Linear Dependency; Chapter 9:The Perceptron; 9.1 Introduction; 9.2 The Limits of Distributed Associative Memories,and Beyond; 9.3 Properties of the Perceptron; 9.4 What Comes Next; Chapter 10:The Rosenblatt Program; 10.1 Introduction; 10.2 Installing the Program; 10.3 Training a Perceptron; 10.4 Testing What the Memory Has Learned; Chapter 11:Perceptrons and Logic Gates; 11.1 Introduction; 11.2 Boolean Algebra 11.3 Perceptrons and Two-Valued AlgebraChapter 12:Performing More Logic With Perceptrons; 12.1 Two-Valued Algebra and Pattern Spaces; 12.2 Perceptrons and Linear Separability; Appendix - The DawsonJots Font; Chapter 13:Value Units and Linear Nonseparability; 13.1 Linear Separability and Its Implications; 13.2 Value Units and the Exclusive-Or Relation; 13.3 Value Units and Connectedness; Chapter 14:Network By Problem Type Interactions; 14.1 All Networks Were Not Created Equally; 14.2 Value Units and the Two-Valued Algebra; Chapter 15:Perceptrons and Generalization; 15.1 Background 15.2 Generalization and Savings for the 9-Majority ProblemChapter 16:Animal Learning Theory and Perceptrons; 16.1 Discrimination Learning; 16.2 Linearly Separable Versions of Patterning; Chapter 17:The Multilayer Perceptron; 17.1 Creating Sequences of Logical Operations; 17.2 Multilayer Perceptrons and the Credit Assignment Problem; 17.3 The Implications of the Generalized Delta Rule; Chapter 18:The Rumelhart Program; 18.1 Introduction; 18.2 Installing the Program; 18.3 Training a Multilayer Perceptron; 18.4 Testing What the Network Has Learned; Chapter 19:Beyond the Perceptron 's Limits 19.1 Introduction |
| Record Nr. | UNINA-9910877572503321 |
Dawson Michael Robert William <1959->
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| Oxford, UK ; ; Malden, MA, : Blackwell Pub., 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Connectionist representations of tonal music : discovering musical patterns by interpreting artificial neural networks / / Michael R.W. Dawson
| Connectionist representations of tonal music : discovering musical patterns by interpreting artificial neural networks / / Michael R.W. Dawson |
| Autore | Dawson Michael Robert William <1959-> |
| Pubbl/distr/stampa | Edmonton, Alberta : , : AU Press, , [2018] |
| Descrizione fisica | 1 online resource (312 pages) |
| Disciplina | 781.11 |
| Soggetto topico |
Music - Psychological aspects
Music - Physiological aspects Music - Philosophy and aesthetics |
| ISBN | 1-77199-221-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Overture : Alien Music -- Science, Music, and Cognitivism -- Artificial Neural Networks and Music -- The Scale Tonic Perceptron -- The Scale Mode Network -- Networks for Key-Finding -- Classifying Chords with Strange Circles -- Classifying Extended Tetrachords -- Jazz Progression Networks -- Connectionist Reflections. |
| Record Nr. | UNINA-9910346035703321 |
|
Dawson Michael Robert William <1959->
|
||
| Edmonton, Alberta : , : AU Press, , [2018] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
From bricks to brains : the embodied cognitive science of LEGO robots / / Michael R. W. Dawson, Brian Dupuis, Michael Wilson
| From bricks to brains : the embodied cognitive science of LEGO robots / / Michael R. W. Dawson, Brian Dupuis, Michael Wilson |
| Autore | Dawson Michael Robert William <1959-> |
| Pubbl/distr/stampa | Athabasca University Press, 2010 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 629.8/92 |
| Soggetto topico |
Robots - Programming
Robots - Dynamics Cognitive science Robots - Design and construction Artificial intelligence LEGO toys |
| Soggetto non controllato |
science
behaviour brain |
| ISBN |
1-282-85202-7
9786612852022 1-897425-79-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mind control - internal or external? -- Classical music and the classical mind -- Situated cognition and bricolage -- Braitenberg's vehicle 2 -- Thoughtless walkers -- Machina speculatrix -- The subsumption architecture -- Embodiment, stigmergy, and swarm intelligence -- Totems, toys -- or tools? |
| Record Nr. | UNISA-996213123603316 |
|
Dawson Michael Robert William <1959->
|
||
| Athabasca University Press, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
From bricks to brains : the embodied cognitive science of LEGO robots / / Michael R. W. Dawson, Brian Dupuis, Michael Wilson
| From bricks to brains : the embodied cognitive science of LEGO robots / / Michael R. W. Dawson, Brian Dupuis, Michael Wilson |
| Autore | Dawson Michael Robert William <1959-> |
| Pubbl/distr/stampa | Athabasca University Press, 2010 |
| Descrizione fisica | 1 online resource (354 p.) |
| Disciplina | 629.8/92 |
| Soggetto topico |
Robots - Programming
Robots - Dynamics Cognitive science Robots - Design and construction Artificial intelligence LEGO toys |
| Soggetto non controllato |
science
behaviour brain |
| ISBN |
1-282-85202-7
9786612852022 1-897425-79-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Mind control - internal or external? -- Classical music and the classical mind -- Situated cognition and bricolage -- Braitenberg's vehicle 2 -- Thoughtless walkers -- Machina speculatrix -- The subsumption architecture -- Embodiment, stigmergy, and swarm intelligence -- Totems, toys -- or tools? |
| Record Nr. | UNINA-9910141036903321 |
|
Dawson Michael Robert William <1959->
|
||
| Athabasca University Press, 2010 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||