James A. Reggia

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{{Person|MainPicture=[[File:Reggia.gif]]| Name=James A. Reggia, MD, PhD| ACMIFellow=1984| Birthdate=| Degrees=| CurrentPosition=| email=| ProAffiliations=| ProActivities=| HonorsAwards=| OtherWorks=| OtherInfo=| CV=| SelectedPublications=Knowledge-based decision support systems :--development through KMS /--by James Allen Reggia. (1 981) Reggia, James A. Vita. Thesis (Ph. D.)--University of Maryland, 1981. Bibliography: leaves 216-223. Exploration of Neural Process and Language Performance (1998) Reggia, James A. Under this ROPO grant, Dr. Reggia provided a unique opportunity to participate with his graduate team who are studying various aspects of recovery of... Real-Time Distributed Algorithms for Visual and Battlefield Reasoning (2006) Subrahmanian, V. S. Davis, Larry Reggia, James Basili, Victor Aloimonos, John Information is key to the success of the next generation battlefield. There is a critical need t o determine, in real-time, what the enemy is doing,... Development of a Large-Scale Integrated Neurocognitive Architecture Part 1: Conceptual Framework (2006) Reggia, James A. Tagamets, Malle Contreras-Vidal, Jose Weems, Scott Jacobs, David Winder, Ransom Chabuk, Timur The idea of creating a general purpose machine intelligence that captures many of the features o f human cognition goes back at least to the earliest... Development of a Large-Scale Integrated Neurocognitive Architecture Part 1: Conceptual Framework (2006) Reggia, James A. Tagamets, Malle Contreras-Vidal, Jose Weems, Scott Jacobs, David Winder, Ransom Chabuk, Timur The idea of creating a general purpose machine intelligence that captures many of the features o f human cognition goes back at least to the earliest... Measuring Organization and Asymmetry in Bihemispheric Topographic Maps (1996) Alvarez, Sergio A. Levitan, Svetlana Reggia, James A. We address the problem of measuring the degree of hemispheric organization and asymmetry of orga nization in a computational model of a bihemispheric... Measuring Organization and Asymmetry in Bihemispheric Topographic Maps (1996) Alvarez, Sergio A. Levitan, Svetlana Reggia, James A. We address the problem of measuring the degree of hemispheric organization and asymmetry of orga nization in a computational model of a bihemispheric... SWARM INTELLIGENCE SYSTEMS USING GUIDED SELF-ORGANIZATION FOR COLLECTIVE PROBLEM SOLVING ALEJANDRO RODRÃGUEZ ALEXANDER GRUSHIN JAMES A. REGGIA Drawing inspiration from social interactions in nature, the field of swarm intelligence has pres ented a promising approach to the design of complex... A SIMULATION ENVIRONMENT FOR EVOLVING MULTIAGENT COMMUNICATION (2000) Reggia, James A. Schultz, Reiner Uriagereka, Juan Wilkinson, Jerry A simulation environment has been created to support study of emergent communication. Multiple a gents exist in a two-dimensional world where they... A SIMULATION ENVIRONMENT FOR EVOLVING MULTIAGENT COMMUNICATION (2000) Reggia, James A. Schultz, Reiner Uriagereka, Juan Wilkinson, Jerry A simulation environment has been created to support study of emergent communication. Multiple a gents exist in a two-dimensional world where they... Guided Self-Organizing Particle Systems for Basic Problem Solving (2007) Rodriguez, Alejandro In recent years researchers have shown increasing interest in swarm intelligence as a promising approach to adaptive distributed problem solving.... Guided Self-Organizing Particle Systems for Basic Problem Solving (2007) Rodriguez, Alejandro In recent years researchers have shown increasing interest in swarm intelligence as a promising approach to adaptive distributed problem solving.... A Behavior-to-Brain Map (2006) Tinnirella, Matt Tagamets, Malle A. Weems, Scott Contreras-Vidal, Jose Reggia, James A. Development and study of large-scale computational models of the human brain, and their use to s imulate cognitive functions, is becoming increasingly... A Behavior-to-Brain Map (2006) Tinnirella, Matt Tagamets, Malle A. Weems, Scott Contreras-Vidal, Jose Reggia, James A. Development and study of large-scale computational models of the human brain, and their use to s imulate cognitive functions, is becoming increasingly... Integrating Knowledge-Based and Case-Based Reasoning (2006) Chabuk, Timur Seifter, Mark Salasin, John Reggia, James There has been substantial recent interest in integrating knowledge based reasoning (KBR) and ca se-based reasoning (CBR) within a single system due... Integrating Knowledge-Based and Case-Based Reasoning (2006) Chabuk, Timur Seifter, Mark Salasin, John Reggia, James There has been substantial recent interest in integrating knowledge based reasoning (KBR) and ca se-based reasoning (CBR) within a single system due... An External Tabletop Environment for an Interactive Brain Model (2007) Monner, Derek Reggia, James As an important step towards creating a biologically-inspired model of language learning in the human brain, we have created an external environment... An External Tabletop Environment for an Interactive Brain Model (2007) Monner, Derek Reggia, James As an important step towards creating a biologically-inspired model of language learning in the human brain, we have created an external environment... One-Shot Multi-Winner Self-Organizing Maps (2004) Schulz, Reiner There exist two different approaches to self-organizing maps (SOMs). One approach, rooted in the oretical neuroscience, uses SOMs as computational... One-Shot Multi-Winner Self-Organizing Maps (2004) Schulz, Reiner There exist two different approaches to self-organizing maps (SOMs). One approach, rooted in the oretical neuroscience, uses SOMs as computational... PROPERTIES OF SELF-REPLICATING CELLULAR AUTOMATA SYSTEMS DISCOVERED USING GENETIC PROGRAMMING ZHIJIAN PAN JAMES REGGIA DONGHONG GAO We recently formulated an approach to representing structures in cellular automata (CA) spaces, and the rules that govern cell state changes, that is... AMSC663 Progress Report: Using Swarm Intelligence to Generate Artificial Neural Networks (2005) Charles E. Martin Dr. James A. Reggia In this project we will develop software that utilizes aspects of biologically inspired computin g as a nontraditional approach to the generation and... Collective-Movement Teams for Cooperative Problem Solving (2004) Ro Rodríguez James A. Reggia Self-organizing particle systems ("swarms”) consist of numerous autonomous, re-flexive agents (" particles”) whose collective movements through... Corresponding author: (2004) Scott A. Weems James A. Reggia Scott Weems Ph. D Draft copy - not for dissemination 2 Two findings serve as the hallmark for hemispheric speciali zation during lateralized lexical decision. First is... METHODOLOGY The Trend Cellular Automata Programming Environment (2002) Hui-hsien Chou Wei Huang James A. Reggia Hui-hsien Chou Wei Huang James A. Reggia On behalf of: A Model of Lateralization and Asymmetries in Cortical Maps (2000) Svetlana Levitan Ioana Stoica James A. Reggia Cortical sensory maps in mammalian brain exhibit various kinds of asymmetry and lateralization, the causes and mechanisms of which are not well... Computational models for the formation of protocell structures (1998) Linglan Edwards Yun Peng James A. Reggia There have been various attempts to simulate the self-assembly process of lipid aggregates by co mput-ers. However, due to the computationally complex... Computational Studies of Lateralization of Phoneme Sequence Generation (1998) James A. Reggia Sharon Goodall Yuri Shkuro : The mechanisms underlying cerebral lateralization of language are poorly understood. Asymmetri es in the size of hemispheric regions and other... Spreading depression in focal ischemia: A computational study (1997) Kenneth Revett James A. Reggia Attn Dr Stephen G. Lisberger Dr. James A. Reggia Automatic Discovery of Self-Replicating Structures in Cellular Automata (1997) Jason D. Lohn James A. Reggia Previous computational models of self-replication using cellular automata have been manually des igned, a difficult and time-consuming process. We... Pathogenesis of schizophrenic delusions and hallucinations: a neural model (1996) James A. Reggia David Horn Phd We implement and study a computational model of Stevens ' [1992] theory of the pathogenesis of s chizophrenia. This theory hypothesizes that the... Pathogenesis of Schizophrenic Delusions and Hallucinations: A Neural Model (1996) Ruppin, Eytan Reggia, James A. Horn, David We implement and study a computational model of Stevens' theory of the pathogenesis of schizophr enia. This theory hypothesizes that the onset of... Effects of Varying Parameters on Properties of Self-Organizing Feature Maps (1996) Sungzoon Cho Min Jang James A. Reggia The behavior of self-organizing feature maps is critically dependent on parameters such as later al connection radius, lateral inhibition intensity,... A neural model of memory impairment in diffuse cerebral atrophy (1995) James A. Reggia Background: Several previous computer-supported neural network models have been subjected to dif fuse, progressive deletion of synapses/neurons. The... Discovery of Self-Replicating Structures Using A Genetic Algorithm (1995) Jason D. Lohn James A. Reggia Previous computational models of self-replication in cellular spaces have been manually designed , a very difficult and time-consuming process. This... Nonmonotonic Activation Functions in Multilayer Perceptrons (1993) Multilayer Perceptrons James A. Reggia Gary William Flake Gary William Flake directed by: Professor Yee-Chun Lee Professor James A. Reggia Department of Computer Science Mul tilayer perceptrons (MLPs) and radial basis... Artificial Evolution of Arbitrary Self-Replicating Cellular Automata (2007) Pan, Zhijian Since John von Neumann's seminal work on developing cellular automata models of self-replication, there have been numerous computational studies that... Intelligence, 3:129--144, 1991. (2007) Siddarth Subramanian Brain Sciences Robert W. Wilensky Underst Robert W. Wilensky Planning [73] Stanley Tuhrim, James Reggia, and Sharon Goodall. An experimental study of criteria The Influence of Collective Working Memory Strategies on Agent Teams (2007) Winder, Ransom Kershaw Past self-organizing models of collectively moving "particles" (simulated bird flocks, fish scho ols, etc.) typically have been based on purely... The Trend cellular automata programming environment for artificial life, parallel computing, and ... (2007) Hui-hsien Chou Ý Weihuang Ý James A. Reggia Þ Pathogenic Mechanisms in Ischemic Damage: A Computational Study (2007) Elad Ofer James A. Reggia Kenneth Revett Sharon Goodall This paper presents a computational study of the pathogenesis of ischemic tissue damage during a cute stroke. Two prime pathogenic mechanisms,... Departments of Computer Science and Neurology (2007) James A. Reggia Current understanding of the effects of damage on neural networks is rudimentary, even though such understanding could lead to important insights... 1. COLLECTIVE PROBLEM SOLVING BY SWARMING AGENTS (2008) Ro Rodríguez James A. Reggia The aggregate movement of animals has inspired computational models that have proven useful for controlling navigation in teams of mobile agents.... Monner D, Reggia JA. A generalized LSTM-like training algorithm for second-order recurrent neural networks. Neural Netw. 2012 Jan;25(1):70-83. Epub 2011 Jul 18. Oh H, Gentili RJ, Reggia JA, Contreras-Vidal JL. Learning of spatial relationships between observed and imitated actions allows invariant inverse computation in the frontal mirror neuron system. Conf Proc IEEE Eng Med Biol Soc . 2011 Aug;2011:4183-6. Huynh TQ, Reggia JA. Guiding hidden layer representations for improved rule extraction from neural networks. IEEE Trans Neural Netw. 2011 Feb;22(2):264-75. Epub 2010 Dec 6. Pan Z, Reggia JA. Computational discovery of instructionless self-replicating structures in cellular automata. Artif Life. 2010 Winter;16(1):39-63. Winder RK, Reggia JA, Weems SA, Bunting MF. An oscillatory Hebbian network model of short-term memory. Neural Comput. 2009 Mar;21(3):741-61. Howard MF, Reggia JA. A theory of the visual system biology underlying development of spatial frequency lateralization. Brain Cogn. 2007 Jul;64(2):111-23. Epub 2007 Mar 8. Winder R, Cortes CR, Reggia JA, Tagamets MA. Functional connectivity in fMRI: A modeling approach for estimation and for relating to local circuits. Neuroimage. 2007 Feb 1;34(3):1093-107. Epub 2006 Nov 28. Weems SA, Reggia JA. Simulating single word processing in the classic aphasia syndromes based on the Wernicke-Lichtheim-Geschwind theory. Brain Lang. 2006 Sep;98(3):291-309. Epub 2006 Jul 7. Review. Schulz R, Reggia JA. Mirror symmetric topographic maps can arise from activity-dependent synaptic changes. Neural Comput. 2005 May;17(5):1059-83. Reggia JA. Neurocomputational models of the remote effects of focal brain damage. Med Eng Phys. 2004 Nov;26(9):711-22. Review. Rodríguez A, Reggia JA. Extending self-organizing particle systems to problem solving. Artif Life. 2004 Fall;10(4):379-95. Winder R, Reggia JA. Using distributed partial memories to improve self-organizing collective movements. IEEE Trans Syst Man Cybern B Cybern. 2004 Aug;34(4):1697-707. Weems SA, Reggia JA. Hemispheric specialization and independence for word recognition: a comparison of three computational models. Brain Lang. 2004 Jun;89(3):554-68. Howard MF, Reggia JA. The effects of multi-task learning and time-varying hemispheric asymmetry on lateralisation in a neural network model. Laterality. 2004 Apr;9(2):113-31. Schulz R, Reggia JA. Temporally asymmetric learning supports sequence processing in multi-winner self-organizing maps. Neural Comput. 2004 Mar;16(3):535-61. Shevtsova N, Reggia JA. Effects of callosal lesions in a model of letter perception. Cogn Affect Behav Neurosci. 2002 Mar;2(1):37-51. Schulz RA, Reggia JA. Predicting nearest agent distances in artificial worlds. Artif Life. 2002;8(3):247-64. | Books=Main title: Computer-assisted medical decision making / edited by James A. Reggia and Stanley Tuhrim. Published/Created: New York : Springer-Verlag, <c1985- > Related names: Reggia, James A. Tuhrim, Stanley. Description: v. <2 > : ill. ; 24 cm. ISBN: 0387961364 (v. 2) Main title: Disorders of brain, behavior, and cognition : the neurocomputational perspective / edited by James A. Reggia, Eytan Ruppin, Dennis Glanzman. Edition: 1st ed. Published/Created: Amsterdam ; New York : Elsevier, 1999. Related names: Reggia, James A. Ruppin, Eytan. Glanzman, Dennis. Description: xxi, 437 p. : ill. ; 27 cm. ISBN: 0444501754 (vol. : alk. paper) 0444801049 (series) Main title: Neural modeling of brain and cognitive disorders / editors, James A. Reggia, Eytan Ruppin, Rita Sloan Berndt. Published/Created: Singapore ; River Edge, NJ : World Scientific, c1996. Related names: Reggia, James A. Ruppin, Eytan. Berndt, Rita Sloan. Description: ix, 483 p. : ill. ; 23 cm. ISBN: 9810228791 Personal name: Peng, Yun, 1946- Main title: Abductive inference models for diagnostic problem-solving / Yun Peng, James A. Reggia. Published/Created: New York : Springer-Verlag, c1990. Related names: Reggia, James A. Description: xii, 284 p. : ill. ; 25 cm. ISBN: 0387973435 (alk. paper) | AdditionalMedia=| Sources= }}

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