NNRG Projects

Projects

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Combining fMRI sentence patterns and neural networks to quantify contextual effects in the brain	Since 2015
Coevolution of Competitive and Cooperative Agent Behavior	Since 2009
The OpenNERO AI Research and Education Platform	Since 2009
A computational analysis of meditation	Since 2005
Neuroevolution in Real Time Games	Since 2005
Learning Navigation for Personal Satellite Assistant using Neuroevolution	Since 2004
Neural Network Models of Schizophrenic Language	Since 2003
PGLISSOM: Perceptual Grouping in a Self-Organizing Map of Spiking Neurons	Since 1999
Computational modeling of language impairment and control in bilingual individuals with post-stroke aphasia and neurodegenerative disorders	2023 - 2028
Predicting Rehabilitation Outcomes In Bilingual Aphasia Using Computational Modeling	2016 - 2022
The Role of Emotion and Communication in Cooperative Behavior	2013 - 2016
Learning Strategic Behavior in Sequential Decision Tasks	2009 - 2014
A Predictive Simulation Model of Competitive Dynamics in Innovation	2009 - 2013
Borg: A General-Purpose Algorithm Portfolio System	2009 - 2013
Human-like Bots in Unreal Tournament	2008 - 2012
Modular Neuroevolution for Multilegged Locomotion	2007 - 2012
Evolving Controllers for Physical Multilegged Robots	2010 - 2011
Computational and Behavioral Evidence for Bilingual Aphasia Rehabilitation	2008 - 2011
NEAT: Evolving Increasingly Complex Neural Network Topologies	2000 - 2011
Constructing Intelligent Agents in Simulated Worlds	2008 - 2010
Evolving Locomotion Controllers for Multilegged Robots	2008 - 2010
Leveraging Human Creativity with Machine Discovery	2008 - 2010
Utilizing Symmetry in Evolutionary Design	2007 - 2010
NERO: NeuroEvolving Robotic Operatives	2003 - 2009
Computational Maps in the Visual Cortex	1987 - 2009
Trichromatic LISSOM	2005 - 2007
Leveraging Evolvability in Search	2004 - 2007
SODA: Self-Organizing Distinctive State Abstraction	2003 - 2007
Diverse Behavior in Teams of Homogeneous Agents	2001 - 2007
Cooperative Coevolution of Multi-Agent Systems	2000 - 2007
Learning Schemas for Robot Perception	2000 - 2007
Combining Rule-Based Knowledge with NEAT	2004 - 2006
Developing Complex Systems Using Evolved Pattern Generators	2004 - 2006
NEAT: Evolving Vehicle Warning Systems	2004 - 2006
Solving Non-Markov Control Tasks	1996 - 2006
Evolving Neural Network Ensembles with NEAT	2004 - 2005
Prenatal development of ocular dominance and orientation maps in a self-organizing model of V1	2004 - 2005
CLA: The Constructivist Learning Architecture	1998 - 2004
Controlling a Finless Rocket Through Neuroevolution	2002 - 2003
Nonlinear, Adaptive Process Control	2001 - 2002
Refinement and On-Line Adaptation of Neurocontrollers Through Particle swarming	2001 - 2002
Dynamic Resource Allocation on a Multiprocessor Chip	2000 - 2002
Evolving Confident Neural Networks	2000 - 2002
Sound System Differentiation Through Time	2000 - 2002
Self-Organization of Directional Selectivity	1999 - 2002
Eugenic Evolution: The EuA, EuSANE, and TEAM	1998 - 2002
Optimizing a Manufacturing Process	1998 - 2002
Segmentation and Binding: the SLISSOM Model	1998 - 2002
Semantic Effect on Episodic Associations	1998 - 2002
Self-Organization Driven by Internally-Generated Patterns	1997 - 2002
Creating Melodies with Evolving Recurrent Networks	2000 - 2001
GLISSOM: Modeling Large Cortical Maps	1999 - 2001
Modeling the Emergence of Syllable Systems	1998 - 2001
Playing Go	1998 - 2001
Understanding Complex Sentences with the Sentence Gestalt Model	1998 - 2001
Natural Deduction	1999 - 2000
Adaptive Packet Routing: The Confidence-Based Dual Reinforcement Q-Learning Algorithm	1998 - 2000
Utilizing Population Culture in Neuroevolution	1998 - 2000
Tilt Aftereffects in the RF-LISSOM Model	1996 - 2000
Orientation Perception in the RF-LISSOM Model	1995 - 2000
Structure and Capacity of Hippocampal Memory: The Convergence-Zone model	1994 - 2000
Subsymbolic Parsing of Sequences: The SARDSRN model	1998 - 1999
Real-time Interactive Gaming	1997 - 1999
Organization and Disorders of the Mental Lexicon: The DISLEX System	1990 - 1999
Intrusion Detection	1998 - 1998
Semantic Disambiguation in Sentence Processing	1994 - 1998
Realtime Continuous Adaptive Behavior: The Rodney System	1997 - 1997
Controlling Chaos	1995 - 1997
On-Line Adaptation of a Signal Predistorter through Dual Reinforcement Learning	1995 - 1997
Self-Organization in the Primary Visual Cortex: The RF-LISSOM Model	1995 - 1997
Vision-Driven Development of Auditory Spatial Maps	1995 - 1997
Playing Othello	1994 - 1997
Robot Control	1994 - 1997
Symbiotic Evolution: The SANE System	1994 - 1997
Schema-Based Object Recognition and Scene Analysis: The VISOR System	1993 - 1997
LISSOM: Laterally Interconnected Self-Organizing Maps	1987 - 1997
IGG: Visualization with Incremental Grid Growing	1993 - 1995
Marker-Based Encoding of Neural Networks	1991 - 1995
SARDNET: Forming Maps of Sequences	1994 - 1994
Understanding Sentences with Relative Clauses: The SPEC System	1993 - 1994
Processing Script-Based Stories: The DISCERN System	1990 - 1994
Storing Information on Maps: The Trace Feature Map Model	1990 - 1994
HFM: Hierarchical Features Maps	1989 - 1994
Learning Word Meanings: The FGREP Method	1987 - 1994
Data Rectification for Process Control	1992 - 1992