UTCS Artificial Intelligence
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Memory
Episodic memory is the record of events that the individual experiences throughout his/her/its life. The events are stored temporarily in the hippocampus and related areas immediately as they happen, and over days and weeks, transferred to other locations for permanent storage. Associative memory involves learning in shorter time-scales and can be readily studied in behavioral experiments in the laboratory. Our research involves trying to understand the structure, capacity, and memory effects through computational modeling, mathematical analysis, and neuroimaging.
People
Shlomo Bentin
Collaborator
shlomo bentin [at] huji ac il
Peggy Fidelman
Former Ph.D. Student
peggy [at] cs utexas edu
Ralph Hoffman
Collaborator
ralph hoffman [at] yale edu
Michael Howe
Undergraduate Alumni
michael_howe [at] cs colorado edu
Risto Miikkulainen
Faculty
risto [at] cs utexas edu
Mark Moll
Former Visitor
"last name" at isi edu
Yaron Silberman
Ph.D. Alumni
yarons [at] alice nc huji ac il
Dasa Zeithamova
Former Collaborator
zeithamova [at] mail utexas edu
Publications
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Modeling Acute and Compensated Language Disturbance in Schizophrenia
2011
Uli Grasemann, Ralph Hoffman and Risto Miikkulainen
Behavioral, neuroimaging, and computational evidence for perceptual caching in repetition priming
2010
Manish Saggar, Risto Miikkulainen, David Schnyer
Memory Processes in Perceptual Decision Making
2008
Manish Saggar, Risto Miikkulainen, David M Schnyer
A Subsymbolic Model of Language Pathology in Schizophrenia
2007
Uli Grasemann, Risto Miikkulainen, Ralph Hoffman
Semantic Boost on Episodic Associations: An Empirically Based Computational Model
2007
Yaron Silberman, Shlomo Bentin, and Risto Miikkulainen
Text and Discourse Understanding: The DISCERN System
2002
Risto Miikkulainen
Semantic Effect On Episodic Associations
2001
Yaron Silberman, Risto Miikkulainen, and Shlomo Bentin
Hebbian Learning And Temporary Storage In The Convergence-Zone Model Of Episodic Memory
2000
Michael Howe and Risto Miikkulainen
Internally-Generated Activity, Non-Episodic Memory, and Emotional Salience in Sleep
2000
James A. Bednar
Convergence-Zone Episodic Memory: Analysis And Simulations
1997
Mark Moll and Risto Miikkulainen
Script-Based Inference And Memory Retrieval In Subsymbolic Story Processing
1995
Risto Miikkulainen
Integrated Connectionist Models: Building AI Systems on Subsymbolic Foundations
1994
Risto Miikkulainen
The Capacity Of Convergence-Zone Episodic Memory
1994
Mark Moll, Risto Miikkulainen, Jonathan Abbey
Subsymbolic Natural Language Processing: An Integrated Model Of Scripts, Lexicon, And Memory
1993
Risto Miikkulainen
Trace Feature Map: A Model Of Episodic Associative Memory
1992
Risto Miikkulainen
DISCERN: A Distributed Artificial Neural Network Model Of Script Processing And Memory
1990
Risto Miikkulainen
Projects
Neural Network Models of Schizophrenic Language
2003 - Present
Semantic Effect on Episodic Associations
1998 - 2002
Structure and Capacity of Hippocampal Memory: The Convergence-Zone model
1994 - 2000
Storing Information on Maps: The Trace Feature Map Model
1990 - 1994
Software/Data
HFM
The HFM package contains the C-code and data for training and testing the HFM memory organization and hierarchical class...
1994
DISCERN
DISCERN is a large, modular neural network system for reading, paraphrasing and answering questions about stereotypical ...
1993
Demos
A Subsymbolic Model of Schizophrenic Language
Uli Grasemann
2010
Labs
Neural Networks