Book Description

Introduction. Modeling language, cognition and action : from connectionist simulations to embodied neural cognitive systems / Angelo Cangelosi -- Language, perception and action. Lessons from the embodiment of language : why simulating human language comprehension is hard / Arthur M. Glenberg. Associative neural models for biomimetic multi-modal learning in a mirror neuron-based robot / Stefan Wermter, Cornelius Weber and Mark Elshaw. Grounding language in perception : a connectionist model of spatial terms and vague quantifiers / Angelo Cangelosi ... [et al.]. Structured connectionist models of language, cognition and action / Nancy Chang, Jerome Feldman and Srini Narayanan. Predicting the effect of slightly complex utterances / Michael Klein and Kenji Doya. An associative model of cortical language and action processing / Andreas Knoblauch, Heiner Markert and Guenther Palm -- Categorization and language. Carving nature at its joints and carving joints into nature : how labels augment category representations / Gary Lupyan. Language as an aid to categorization : a neural network model of early language acquisition / Marco Mirolli and Domenico Parisi -- Language processing. A connectionist evaluation of schemes to measure difficulty of words based on their phonological structure / Jennifer Hayes and Peter Howell. Sentence comprehension without propositional structure / Stefan L. Frank. Emergence of linguistic features : independent component analysis of contexts / Timo Honkela, Aapo Hyvärinen and Jaakko Väyrynen. Latent linguistic codes for morphemes using independent component analysis / Krista Lagus, Mathias Creutz and Sami Virpioja. A neural network model for natural language : the case of homonymy / Eleni Koutsomitopoulou. Dynamic representation of stack- and queue-like syntactic structures / Andre Grüning. The active role of proper names : evidence from neural network experiments and philosophy of language considerations / Barbara Giolito -- Cooperation and communication. Emergence of communication in embodied agents : co-adapting communicative and non-communicative behaviours / Davide Marocco and Stefano Nolfi. Estimating intentions of others for imitation and cooperation / Norikazu Sugimoto, Kenji Doya and Mitsuo Kawato -- Motor representations and cognition. Mental representations and cognitive behaviour : a recurrent neural network approach / Sirnone Kühn and Holk Cruse. Spatial cognition in action-SCA model : children's gestural imagery in action / Marilyn Panayi and D. M. Roy. Evolving a simulated robotic arm able to grasp objects / Gianluca Massera, Stefano Nolfi and Angelo Cangelosi. Is language necessary to merge geometric and non-geometric spatial cues? The case of the "Blue- Wall Task" / Michela Ponticorvo and Orazio Miglino -- Attention and perception. A neurocognitive theory of attentional modulation of spread of activation / Eddy J. Davelaar. Modelling the attentional blink / Howard Bowman and Bradley Wyble. A model of spatial and object-based attention for active visual search / Linda Lanyon and Susan Denham. Hemispheric asymmetries in the neglect syndrome : a computational study / Andrea Di Ferdinando ... [et al.]. An oscillatory neural model for tracking a moving object / Yakov B. Kazanovich and Roman M. Borisyuk. Selective attention and action in an artificial, evolved agent : reactive inhibition / Robert Ward and Ronnie Ward. A proposed model of repetition blindness / Colm G. Connolly and Ronan G. Reilly -- Cognitive processing and control. Modelling the slow emotional Stroop effect : suppression of cognitive control / Bradley Wyble, Dinkar Sharma and Howard Bowman. Evidence of modularity from primate errors during task learning / Joanna J. Bryson. Accounting for episodic, semantic and procedural memory in the recommendation archtecture cognitive model / L. Andrew Coward. Can self-control be explained through games? / Gaye Banfield and Chris Christodoulou. An investigation of the myopia for future consequences theory of VMF patient behaviour on the Iowa gambling task : an abstract neural network simulation / Kiran Kalidindi, Howard Bowman and Bradley Wyble -- Face processing and classification. Recognition of pain expressions / Peter J. B. Hancock ... [et al.]. Global and feature based gender classification of faces : a comparison of human performance and computational models / Samarasena Buchala ... [et al.] -- Developmental processes. A neural network investigation of the head preference : problems Explaining Empirical Results by bottom-up processes alone / Martial Mermillod ... [et al.]. Children's causal inferences as revealed by backwards blocking tasks : a memory self-refreshing neural networks account / Serban C. Musca -- Neural network methodology. Embryological modelling of the evolution of neural architecture / Chris P. Bowers and John A. Bullinaria. Evolving neural networks that suffer minimal catastrophic forgetting / Tebogo Seipone and John A. Bullinaria. Improving cell assembly categories by fatigue / Christian Huyck and Hina Ghalib. Comparing computational and human measures of visual similarity / Tim M. Gale ... [et al.]. Psychological ALife : bridging the gap between mind and brain. Enactive distributed associationism and transient localism / Anthony F. Morse -- Future challenges : thinking and reasoning. Modelling thinking and reasoning : the challenge ahead / Jonathan St B T Evans