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1
Brain computation as hierarchical abstraction
Ballard, Dana H.. - Cambridge, MA : MIT Press, 2015
MPI für Psycholinguistik
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2
A computational model of language pathology in schizophrenia
Abstract: text ; No current laboratory test can reliably identify patients with schizophrenia. Instead, key symptoms are observed via language, including derailment, where patients cannot follow a coherent storyline, and delusions, where false beliefs are repeated as fact. Brain processes underlying these and other symptoms remain unclear, and characterizing them would greatly enhance our understanding of schizophrenia. In this situation, computational models can be valuable tools to formulate testable hypotheses and to complement clinical research. This dissertation aims to capture the link between biology and schizophrenic symptoms using DISCERN, a connectionist model of human story processing. Competing illness mechanisms proposed to underlie schizophrenia are simulated in DISCERN, and are evaluated at the level of narrative language, the same level used to diagnose patients. The result is the first simulation of a speaker with schizophrenia. Of all illness models, hyperlearning, a model of overly intense memory consolidation, produced the best fit to patient data, as well as compelling models of delusions and derailments. If validated experimentally, the hyperlearning hypothesis could advance the current understanding of schizophrenia, and provide a platform for simulating the effects of future treatments. ; Computer Sciences
Keyword: Connectionist; Natural language processing; Neural networks; Psychopathology; Schizophrenia
URL: http://hdl.handle.net/2152/ETD-UT-2010-12-2589
BASE
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3
The role of the body in infant language learning
In: The spatial foundations of cognition and language (Oxford, 2010), p. 208-234
MPI für Psycholinguistik
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4
The role of embodied intention in early lexical acquisition
In: Cognitive science. - Hoboken, NJ : Wiley-Blackwell 29 (2005) 6, 961-1005
BLLDB
OLC Linguistik
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5
From monkey-like action recognition to human language : an evolutionary framework for neurolinguistics ; [including commentary and author's response]
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 28 (2005) 2, 105-167
BLLDB
OLC Linguistik
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6
Language evolution: Body of evidence?
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 28 (2005) 2, 148
OLC Linguistik
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7
Teleassistance: Using Deictic Gestures to Control Robot Action
Pook, Polly K.; Ballard, Dana H.. - : University of Rochester. Computer Science Department., 2004
BASE
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8
The Role of Embodied Intention in Early Lexical Acquisition
In: Yu , Chen; Ballard, Dana H.; & Aslin, Richard N.(2003). The Role of Embodied Intention in Early Lexical Acquisition. Proceedings of the Cognitive Science Society, 25(25). Retrieved from: http://www.escholarship.org/uc/item/53n190hz (2003)
BASE
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9
Distributed synchrony : a probalistic model of neural signaling
In: Probabilistic models of the brain (Cambridge, 2002), p. 273-284
MPI für Psycholinguistik
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10
An introduction to natural computation
Ballard, Dana H. (Dana Harry), 1946-. - Cambridge, Massachusetts : MIT Press, 1997, [1997]©1997
MPI für Psycholinguistik
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11
Deictic codes for the embodiment of cognition (including open peer commentary and authors' response)
Ballard, Dana H. (Mitarb.); Hayhoe, Mary M. (Mitarb.); Pook, Polly K. (Mitarb.)...
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 20 (1997) 4, 723-767
BLLDB
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12
Memory Representations in Natural Tasks
In: Journal of cognitive neuroscience. - Cambridge, Mass. : MIT Press Journals 7 (1995) 1, 66-80
OLC Linguistik
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13
Connectionist models and their properties
In: Cognitive science ; 1. - Aldershot : Elgar (1995), 35-84
BLLDB
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14
Sub-symbolic modelling of hand-eye co-ordination
In: The simulation of human intelligence (Oxford [etc.], 1993), P. 71-102
MPI für Psycholinguistik
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15
Cortical connections and parallel processing: structure and function : with open peer commentary and author's response
In: Behavioral and brain sciences. - New York, NY [u.a.] : Cambridge Univ. Press 9 (1986) 1, 67-120
BLLDB
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16
Rochester Connectionist Papers. 1979-1985
In: DTIC AND NTIS (1985)
BASE
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17
Connectionist models and their properties
In: Cognitive Science 6 (1982), 205-254
IDS Bibliografie zur Gesprächsforschung

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