Buch, Englisch, 343 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 546 g
Connectionist Representations
Buch, Englisch, 343 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 546 g
Reihe: Perspectives in Neural Computing
ISBN: 978-3-540-76208-9
Verlag: Springer
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
- Mathematik | Informatik EDV | Informatik Informatik Tonsignalverarbeitung
- Sozialwissenschaften Psychologie Psychologie / Allgemeines & Theorie Psychologie: Allgemeines
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Fuzzy-Systeme
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
Weitere Infos & Material
Representational Issues for Connectionist Psychological Models.- Some Advantages of Localist over Distributed Representations.- Distributed Representations in Radial Basis Function Networks.- A Unified Framework For Connectionist Models.- Separability is a Learner’s Best Friend.- A Generative Learning Algorithm that Uses Structural Knowledge of the Input Domain Yields a Better Multi-Layer Perceptron.- Improving Learning and Generalization in Neural Networks Through the Acquisition of Multiple Related Functions.- Representation in Vision and Audition.- Objective Functions for Topography: A Comparison of Optimal Maps.- Testing Principal Component Representations for Faces.- Selection for Object Identification: Modelling Emergent Attentional Processes in Normality and Pathology.- Extracting Features from the Short-Term Time Structure of Cochlear Filtered Sound.- Representation in Working Memory and Attention.- Representational Issues in Neural Systems: Example from a Neural Network Model of Set-Shifting Paradigm Experiments.- Models of Coupled Anterior Working Memories for Frontal Tasks.- A Neurobiologically Inspired Model of Working Memory Based on Neuronal Synchrony and Rhythmicity.- Neural Networks and the Emergence of Consciousness.- Selective Memory Loss in Aphasics: An Insight from Pseudo-Recurrent Connectionist Networks.- Lexical/Semantic Representations.- Extracting Semantic Representations from Large Text Corpora.- Modelling Lexical Decision Using Corpus Derived Semantic Representations in a Connectionist Network.- Semantic Representation and Priming in a Self-Organising Lexicon.- Distributed Representations and the Bilingual Lexicon: One Store or Two?.- Recognising Embedded Words in Connected Speech: Context and Competition.- The Representation of SerialOrder.- Dynamic Representation of Structural Constraints in Models of Serial Behaviour.- Representations of Serial Order.- To Repeat or Not to Repeat: The Time Course of Response Suppression in Sequential Behaviour.- A Localist Implementation of the Primacy Model of Immediate Serial Recall.- Connectionist Symbol Processing with Causal Representations.- Author Index.