Professor, University of Maryland College Park, University of Maryland School of Medicine
Neurology
Dr. James A. Reggia, MD
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James Reggia is an expert in the field of Neurology. Dr. James A. Reggia is also published. He has 86 publications published. The lastest publication: "Self-replicating structures: evolution, emergence and computation.'
Publications
- Self-organizing maps based on limit cycle attractors.
- The rise of machine consciousness: studying consciousness with computational models.
- Learning of spatial relationships between observed and imitated actions allows invariant inverse computation in the frontal mirror neuron system.
- A generalized LSTM-like training algorithm for second-order recurrent neural networks.
- Guiding hidden layer representations for improved rule extraction from neural networks.
- Computational discovery of instructionless self-replicating structures in cellular automata.
- Plasticity-induced symmetry relationships between adjacent self-organizing topographic maps.
- An oscillatory Hebbian network model of short-term memory.
- A theory of the visual system biology underlying development of spatial frequency lateralization.
- Functional connectivity in fMRI: A modeling approach for estimation and for relating to local circuits.
- Simulating single word processing in the classic aphasia syndromes based on the Wernicke-Lichtheim-Geschwind theory.
- Mirror symmetric topographic maps can arise from activity-dependent synaptic changes.
- Neurocomputational models of the remote effects of focal brain damage.
- Using distributed partial memories to improve self-organizing collective movements.
- Hemispheric specialization and independence for word recognition: a comparison of three computational models.
- The effects of multi-task learning and time-varying hemispheric asymmetry on lateralisation in a neural network model.
- Temporally asymmetric learning supports sequence processing in multi-winner self-organizing maps.
- Extending self-organizing particle systems to problem solving.
- Effects of callosal lesions in a model of letter perception.
- Predicting nearest agent distances in artificial worlds.
- Go forth and replicate.
- The callosal dilemma: explaining diaschisis in the context of hemispheric rivalry via a neural network model.
- Cortical spreading depression and the pathogenesis of brain disorders: a computational and neural network-based investigation.
- Cortical map asymmetries in the context of transcallosal excitatory influences.
- Conditions enabling the evolution of inter-agent signaling in an artificial world.
- Interhemispheric effects of simulated lesions in a neural model of letter identification.
- A computational model of lateralization and asymmetries in cortical maps.
- Interhemispheric effects of simulated lesions in a neural model of single-word reading.
- Post-lesion lateralisation shifts in a computational model of single-word reading.
- Penumbral tissue damage following acute stroke: a computational investigation.
- Effects of callosal lesions in a computational model of single-word reading.
- Understanding brain and cognitive disorders: the computational perspective.
- Interhemispheric effects on map organization following simulated cortical lesions.
- A neural network model of lateralization during letter identification.
- Pathogenic mechanisms in ischemic damage: a computational study.
- Spreading depression in focal ischemia: a computational study.
- Computational studies of lateralization of phoneme sequence generation.
- Seeking order in disorder: computational studies of neurologic and psychiatric diseases.
- Self-replicating structures: evolution, emergence and computation.
- Computational models for the formation of protocell structures.
- Metrics for cortical map organization and lateralization.
- Computer modeling: a new approach to the investigation of disease.
- A computational model of acute focal cortical lesions.
- Frequency-spatial transformation: a proposal for parsimonious intra-cortical communication.
- Feature discovery and classification of Doppler umbilical artery blood flow velocity waveforms.
- Alignment of coexisting cortical maps in a motor control model.
- Learning activation rules rather than connection weights.
- A computational model of visual hallucinations in migraine.
- Pathogenesis of schizophrenic delusions and hallucinations: a neural model.
- Patterns of functional damage in neural network models of associative memory.
- A neural model of memory impairment in diffuse cerebral atrophy.
- High-specificity neurological localization using a connectionist model.
- A neural model of cortical map reorganization following a focal lesion.
- Functional pronunciation units in English words.
- Map formation in proprioceptive cortex.
- An extended cellular space method for simulating autocatalytic oligonucleotides.
- Effects of normalization constraints on competitive learning.
- Modeling cortical spreading depression.
- Interpretation of Doppler blood flow velocity waveforms using neural networks.
- Modeling brain adaptation to focal damage.
- Multiple disorder diagnosis with adaptive competitive neural networks.
- Neural computation in medicine.
- Simple systems that exhibit self-directed replication.
- Minimizing complexity in cellular automata models of self-replication.
- The design and automated testing of an expert system for the differential diagnosis of acute stroke.
- Modelling acquired dyslexia: a software tool for developing grapheme-phoneme correspondences.
- Maryland MIRRORS/II: a connectionist model simulator.
- Transient ischemic attacks.
- Artificial neural systems in medical science and practice.
- Modeling diagnostic reasoning: a summary of parsimonious covering theory.
- A rule-based decision aid for managing transient ischemic attacks.
- Modelling reading aloud and its relevance to acquired dyslexia.
- Automated classification of phonological errors in aphasic language.
- Feasibility of physician-developed expert systems.
- An introduction to computer-assisted medical decision making. II.
- Answer justification in diagnostic expert systems--Part II: Supporting plausible justifications.
- Answer justification in diagnostic expert systems--Part I: Abductive inference and its justification.
- Answer justification in medical decision support systems based on Bayesian classification.
- An introduction to computer-assisted medical decision making. I.
- Computer-aided assessment of transient ischemic attacks. A clinical evaluation.
- Medical decision support systems: from theory to practice.
- SLIPS. A data base system for computer storage and analysis of phonological errors.
- Transferability of medical decision support systems based on Bayesian classification.
- Computer-assisted medical decision making: a critical review.
- A framework for the comparative study of language.
Schools
University of Maryland At Baltimore Professional Schools
Doctors Specialties
- Neurology
Accepted Insurances
Education
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University of Maryland
Hospital
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University of Maryland Medical Center
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