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ORCIDJames A. Reggia
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- affiliation: University of Maryland, College Park, USA
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2020 – today
- 2023
[j106]Gregory P. Davis
, Garrett E. Katz, Rodolphe J. Gentili, James A. Reggia:
NeuroCERIL: Robotic Imitation Learning via Hierarchical Cause-Effect Reasoning in Programmable Attractor Neural Networks. Int. J. Soc. Robotics 15(8): 1277-1295 (2023)- [c56]Arya Teymourlouei, Joshua Stone, Rodolphe J. Gentili, James A. Reggia:
Multiplex Temporal Networks for Rapid Mental Workload Classification. BI 2023: 203-214 - [c55]Arya Teymourlouei, Rodolphe J. Gentili, James A. Reggia:
Decoding EEG Signals with Visibility Graphs to Predict Varying Levels of Mental Workload. CISS 2023: 1-6 - [c54]Alexandra A. Shaver, Calvin M. Lu, Christopher Gaskins, James A. Reggia, James Purtilo, Rodolphe J. Gentili:
Cognitive-motor performance assessment during in-person and remote practice of action sequences. NER 2023: 1-4 - 2022
- [j105]Gregory P. Davis, Garrett E. Katz, Rodolphe J. Gentili, James A. Reggia:
NeuroLISP: High-level symbolic programming with attractor neural networks. Neural Networks 146: 200-219 (2022) - [c53]Alexandra A. Shaver, Neehar Peri, Remy Mezebish, George Matthew, Alyza Berson, Christopher Gaskins, Gregory P. Davis, Garrett E. Katz, Immanuel Samuel, Matthew J. Reinhard, Michelle E. Costanzo, James A. Reggia, James Purtilo, Rodolphe J. Gentili:
Assessment of a Novel Virtual Environment for Examining Human Cognitive-Motor Performance During Execution of Action Sequences. HCI (9) 2022: 361-380 - [i2]Gregory P. Davis, Garrett E. Katz, Rodolphe J. Gentili, James A. Reggia:
NeuroCERIL: Robotic Imitation Learning via Hierarchical Cause-Effect Reasoning in Programmable Attractor Neural Networks. CoRR abs/2211.06462 (2022) - 2021
- [j104]Garrett E. Katz, Akshay, Gregory P. Davis, Rodolphe J. Gentili, James A. Reggia:
Tunable Neural Encoding of a Symbolic Robotic Manipulation Algorithm. Frontiers Neurorobotics 15: 744031 (2021) - [j103]Theresa Hauge, Garrett E. Katz, Gregory P. Davis, Di-Wei Huang, James A. Reggia, Rodolphe J. Gentili:
High-Level Motor Planning Assessment During Performance of Complex Action Sequences in Humans and a Humanoid Robot. Int. J. Soc. Robotics 13(5): 981-998 (2021) - [j102]Gregory P. Davis, Garrett E. Katz, Rodolphe J. Gentili, James A. Reggia:
Compositional memory in attractor neural networks with one-step learning. Neural Networks 138: 78-97 (2021) - [c52]Gregory P. Davis, Garrett E. Katz, Daniel Soranzo, Nathaniel Allen, Matthew J. Reinhard, Rodolphe J. Gentili, Michelle E. Costanzo, James A. Reggia:
A Neurocomputational Model of Posttraumatic Stress Disorder. NER 2021: 107-110 - 2020
- [j101]James A. Reggia, Garrett E. Katz, Gregory P. Davis:
Artificial Conscious Intelligence. J. Artif. Intell. Conscious. 7(1): 95-107 (2020) - [c51]Garrett E. Katz, Khushboo Gupta, James A. Reggia:
Reinforcement-based Program Induction in a Neural Virtual Machine. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j100]Garrett E. Katz, Gregory P. Davis, Rodolphe J. Gentili, James A. Reggia:
A programmable neural virtual machine based on a fast store-erase learning rule. Neural Networks 119: 10-30 (2019) - [c50]Sanjukta Krishnagopal, Garrett E. Katz, Michelle Girvan, James A. Reggia:
Encoding of a Chaotic Attractor in a Reservoir Computer: A Directional Fiber Investigation. IJCNN 2019: 1-8 - 2018
- [j99]James A. Reggia, Garrett E. Katz, Gregory P. Davis:
Humanoid Cognitive Robots That Learn by Imitating: Implications for Consciousness Studies. Frontiers Robotics AI 5: 1 (2018) - [j98]Garrett E. Katz, Di-Wei Huang, Theresa Hauge, Rodolphe J. Gentili, James A. Reggia:
A Novel Parsimonious Cause-Effect Reasoning Algorithm for Robot Imitation and Plan Recognition. IEEE Trans. Cogn. Dev. Syst. 10(2): 177-193 (2018) - [j97]Garrett E. Katz, James A. Reggia:
Using Directional Fibers to Locate Fixed Points of Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3636-3646 (2018) - [c49]Baram Sosis, Garrett E. Katz, James A. Reggia:
Learning in a Continuous-Valued Attractor Network. ICMLA 2018: 278-284 - 2017
- [j96]Di-Wei Huang, Rodolphe J. Gentili, Garrett E. Katz, James A. Reggia:
A limit-cycle self-organizing map architecture for stable arm control. Neural Networks 85: 165-181 (2017) - 2016
- [j95]Jared Sylvester, James A. Reggia:
Engineering neural systems for high-level problem solving. Neural Networks 79: 37-52 (2016) - [j94]Di-Wei Huang, Rodolphe J. Gentili, James A. Reggia:
A Self-Organizing Map Architecture for Arm Reaching Based on Limit Cycle Attractors. EAI Endorsed Trans. Self Adapt. Syst. 2(5): e1 (2016) - [c48]Garrett E. Katz, Di-Wei Huang, Rodolphe J. Gentili, James A. Reggia:
Imitation Learning as Cause-Effect Reasoning. AGI 2016: 64-73 - 2015
- [j93]Jared Seifter, James A. Reggia:
Lambda and the Edge of Chaos in Recurrent Neural Networks. Artif. Life 21(1): 55-71 (2015) - [j92]Charles E. Martin, James A. Reggia:
Fusing Swarm Intelligence and Self-Assembly for Optimizing Echo State Networks. Comput. Intell. Neurosci. 2015: 642429:1-642429:15 (2015) - [j91]Rodolphe J. Gentili, Hyuk Oh, Di-Wei Huang, Garrett E. Katz, Ross H. Miller, James A. Reggia:
A Neural Architecture for Performing Actual and Mentally Simulated Movements During Self-Intended and Observed Bimanual Arm Reaching Movements. Int. J. Soc. Robotics 7(3): 371-392 (2015) - [j90]Di-Wei Huang, Rodolphe J. Gentili, James A. Reggia:
Self-organizing maps based on limit cycle attractors. Neural Networks 63: 208-222 (2015) - [c47]Di-Wei Huang, Rodolphe J. Gentili, James A. Reggia:
A Self-Organizing Map Architecture for Arm Reaching Based on Limit Cycle Attractors. BICT 2015: 7-14 - [c46]Di-Wei Huang, Garrett E. Katz, Joshua D. Langsfeld, Hyuk Oh, Rodolphe J. Gentili, James A. Reggia:
An Object-Centric Paradigm for Robot Programming by Demonstration. HCI (15) 2015: 745-756 - [c45]Di-Wei Huang, Garrett E. Katz, Joshua D. Langsfeld, Rodolphe J. Gentili, James A. Reggia:
A virtual demonstrator environment for robot imitation learning. TePRA 2015: 1-6 - 2014
- [c44]James A. Reggia:
Conscious Machines: The AI Perspective. AAAI Fall Symposia 2014 - [c43]Allan Fong, Ranjeev Mittu, Raj M. Ratwani, James A. Reggia:
Predicting Electrocardiogram and Arterial Blood Pressure Waveforms with Different Echo State Network Architectures. AMIA 2014 - [c42]Rodolphe J. Gentili, Hyuk Oh, Di-Wei Huang, Garrett E. Katz, Ross H. Miller, James A. Reggia:
Towards a multi-level neural architecture that unifies self-intended and imitated arm reaching performance. EMBC 2014: 2537-2540 - [c41]Benjamin Bengfort, Philip Y. Kim, Kevin Harrison, James A. Reggia:
Evolutionary design of self-organizing particle systems for collective problem solving. SIS 2014: 158-165 - 2013
- [j89]James A. Reggia:
The rise of machine consciousness: Studying consciousness with computational models. Neural Networks 44: 112-131 (2013) - [j88]Derek Monner, James A. Reggia:
Recurrent Neural Collective Classification. IEEE Trans. Neural Networks Learn. Syst. 24(12): 1932-1943 (2013) - [c40]Rodolphe J. Gentili, Hyuk Oh, Isabelle M. Shuggi, Ronald N. Goodman, Jeremy C. Rietschel, Bradley D. Hatfield, James A. Reggia:
Human-Robotic Collaborative Intelligent Control for Reaching Performance. HCI (24) 2013: 666-675 - [c39]Timur Chabuk, James A. Reggia:
The added value of gating in evolved neurocontrollers. IJCNN 2013: 1-8 - [c38]Alexander Grushin, Derek Monner, James A. Reggia, Ajay Mishra:
Robust human action recognition via long short-term memory. IJCNN 2013: 1-8 - 2012
- [j87]Derek Monner, James A. Reggia:
Emergent latent symbol systems in recurrent neural networks. Connect. Sci. 24(4): 193-225 (2012) - [j86]Timur Chabuk, James A. Reggia, Jason D. Lohn, Derek S. Linden:
Causally-guided evolutionary optimization and its application to antenna array design. Integr. Comput. Aided Eng. 19(2): 111-124 (2012) - [j85]Derek Monner, James A. Reggia:
A generalized LSTM-like training algorithm for second-order recurrent neural networks. Neural Networks 25: 70-83 (2012) - [j84]Thuan Q. Huynh, James A. Reggia:
Symbolic Representation of Recurrent Neural Network Dynamics. IEEE Trans. Neural Networks Learn. Syst. 23(10): 1649-1658 (2012) - [c37]Ransom K. Winder, James A. Reggia:
The Role of Working Memory in an Urban Pursuit Scenario. ALIFE 2012 - [c36]Hyuk Oh, Rodolphe J. Gentili, James A. Reggia, José Luis Contreras-Vidal:
Modeling of visuospatial perspectives processing and modulation of the fronto-parietal network activity during action imitation. EMBC 2012: 2551-2554 - [c35]Rodolphe J. Gentili, Hyuk Oh, Javier Molina, James A. Reggia, José Luis Contreras-Vidal:
Cortex inspired model for inverse kinematics computation for a humanoid robotic finger. EMBC 2012: 3052-3055 - [i1]Jeffrey Power Jacobs, James A. Reggia:
Evolving Musical Counterpoint: The Chronopoint Musical Evolution System. CoRR abs/1207.5560 (2012) - 2011
- [j83]Thuan Q. Huynh, James A. Reggia:
Guiding Hidden Layer Representations for Improved Rule Extraction From Neural Networks. IEEE Trans. Neural Networks 22(2): 264-275 (2011) - [c34]Derek Monner, James A. Reggia:
Systematically Grounding Language through Vision in a Deep, Recurrent Neural Network. AGI 2011: 112-121 - [c33]Derek Monner, James A. Reggia:
Towards a Biologically Inspired Question-Answering Neural Architecture. BICA 2011: 243-248 - [c32]Jared Sylvester, James A. Reggia, Scott A. Weems:
Cognitive control as a gated cortical net. BICA 2011: 371-376 - [c31]Hyuk Oh, Rodolphe J. Gentili, James A. Reggia, José L. Contreras-Vidal:
Learning of spatial relationships between observed and imitated actions allows invariant inverse computation in the frontal mirror neuron system. EMBC 2011: 4183-4186 - 2010
- [j82]Zhijian Pan, James A. Reggia:
Computational Discovery of Instructionless Self-Replicating Structures in Cellular Automata. Artif. Life 16(1): 39-63 (2010) - [j81]Charles E. Martin, James A. Reggia:
Self-assembly of neural networks viewed as swarm intelligence. Swarm Intell. 4(1): 1-36 (2010) - [j80]Alexander Grushin, James A. Reggia:
Parsimonious rule generation for a nature-inspired approach to self-assembly. ACM Trans. Auton. Adapt. Syst. 5(3): 12:1-12:24 (2010) - [c30]Grecia Lapizco-Encinas, Carl Kingsford, James A. Reggia:
Particle Swarm Optimization for multimodal combinatorial problems and its application to protein design. IEEE Congress on Evolutionary Computation 2010: 1-8 - [p2]Zhijian Pan, James A. Reggia:
Artificial Evolution of Arbitrary Self-Replicating Structures in Cellular Spaces. Simulating Complex Systems by Cellular Automata 2010: 193-216
2000 – 2009
- 2009
- [j79]Scott A. Weems, Ransom K. Winder, Michael F. Bunting, James A. Reggia:
Running memory span: A comparison of behavioral capacity limits with those of an attractor neural network. Cogn. Syst. Res. 10(2): 161-171 (2009) - [j78]Alejandro Rodríguez, James A. Reggia:
A distributed learning algorithm for particle systems. Integr. Comput. Aided Eng. 16(1): 1-20 (2009) - [j77]Ransom K. Winder, James A. Reggia, Scott A. Weems, Michael F. Bunting:
An Oscillatory Hebbian Network Model of Short-Term Memory. Neural Comput. 21(3): 741-761 (2009) - [j76]Jared Sylvester, James A. Reggia:
Plasticity-Induced Symmetry Relationships Between Adjacent Self-Organizing Topographic Maps. Neural Comput. 21(12): 3429-3443 (2009) - [c29]James A. Reggia, Jared Sylvester, Scott A. Weems, Michael F. Bunting:
A Simple Oscillatory Short-Term Memory. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures 2009 - [c28]Jae-Yoon Jung, James A. Reggia:
Evolving an autonomous agent for non-Markovian reinforcement learning. GECCO 2009: 971-978 - [c27]Thuan Q. Huynh, James A. Reggia:
Improving rule extraction from neural networks by modifying hidden layer representations. IJCNN 2009: 1316-1321 - [c26]Derek Monner, James A. Reggia:
An unsupervised learning method for representing simple sentences. IJCNN 2009: 2133-2140 - [c25]Grecia Lapizco-Encinas, Carl Kingsford, James A. Reggia:
A cooperative combinatorial Particle Swarm Optimization algorithm for side-chain packing. SIS 2009: 22-29 - 2008
- [j75]Alexander Grushin, James A. Reggia:
Automated design of distributed control rules for the self-assembly of prespecified artificial structures. Robotics Auton. Syst. 56(4): 334-359 (2008) - [c24]Jae-Yoon Jung, James A. Reggia:
Nested evolution of an autonomous agent using descriptive encoding. GECCO 2008: 285-286 - [p1]Judy K. Frels, Debra Heisler, James A. Reggia:
Predicting the Effects of Alternative Pricing Strategies in an Artificial Society Undergoing Technology Adoption. Soft Computing Applications in Business 2008: 35-55 - 2007
- [j74]Alejandro Rodríguez, Alexander Grushin, James A. Reggia:
Swarm Intelligence Systems Using Guided Self-Organization for Collective Problem Solving. Adv. Complex Syst. 10(supp01): 5-34 (2007) - [j73]Zhijian Pan, James A. Reggia, Donghong Gao:
Properties of Self-Replicating Cellular Automata Systems Discovered Using Genetic Programming. Adv. Complex Syst. 10(supp01): 61-84 (2007) - [j72]Ransom K. Winder, Carlos R. Cortes, James A. Reggia, Malle A. Tagamets:
Functional connectivity in fMRI: A modeling approach for estimation and for relating to local circuits. NeuroImage 34(3): 1093-1107 (2007) - 2006
- [j71]Alexander Grushin, James A. Reggia:
Stigmergic self-assembly of prespecified artificial structures in a constrained and continuous environment. Integr. Comput. Aided Eng. 13(4): 289-312 (2006) - [j70]Judy K. Frels, Debra Heisler, James A. Reggia, Hans-Joachim Schütze:
Modeling the Impact of Consumer Interactions in Technology Markets. J. Cell. Autom. 1(2): 91-103 (2006) - [j69]Zhijian Pan, James A. Reggia:
Artificial Evolution of ArbitrarySelf-Replicating Structures. J. Cell. Autom. 1(2): 105-123 (2006) - [j68]Jae-Yoon Jung, James A. Reggia:
Evolutionary Design of Neural Network Architectures Using a Descriptive Encoding Language. IEEE Trans. Evol. Comput. 10(6): 676-688 (2006) - 2005
- [j67]Alejandro Rodríguez, James A. Reggia:
Collective-movement teams for cooperative problem solving. Integr. Comput. Aided Eng. 12(3): 217-235 (2005) - [j66]Alexander Grushin, James A. Reggia:
Evolving processing speed asymmetries and hemispheric interactions in a neural network model. Neurocomputing 65-66: 47-53 (2005) - [j65]Reiner Schulz, James A. Reggia:
Mirror Symmetric Topographic Maps Can Arise from Activity-Dependent Synaptic Changes. Neural Comput. 17(5): 1059-1083 (2005) - [c23]Judy K. Frels, Debra Heisler, James A. Reggia, Hans-Joachim Schütze:
A Cellular Automata Model of Competition in Technology Markets with Network Externalities. International Conference on Computational Science (2) 2005: 378-385 - [c22]Zhijian Pan, James A. Reggia:
Evolutionary Discovery of Arbitrary Self-replicating Structures. International Conference on Computational Science (2) 2005: 404-411 - [c21]Grecia Lapizco-Encinas, James A. Reggia:
Diagnostic problem solving using swarm intelligence. SIS 2005: 365-372 - [c20]Alejandro Rodríguez, James A. Reggia:
Using aggregate motion in multi-agent teams to solve search and transport problems. SIS 2005: 373-380 - 2004
- [j64]Alejandro Rodríguez, James A. Reggia:
Extending Self-Organizing Particle Systems to Problem Solving. Artif. Life 10(4): 379-395 (2004) - [j63]Reiner Schulz, James A. Reggia:
Temporally Asymmetric Learning Supports Sequence Processing in Multi-Winner Self-Organizing Maps. Neural Comput. 16(3): 535-561 (2004) - [j62]Ransom K. Winder, James A. Reggia:
Using distributed partial memories to improve self-organizing collective movements. IEEE Trans. Syst. Man Cybern. Part B 34(4): 1697-1707 (2004) - [c19]Jae-Yoon Jung, James A. Reggia:
A Descriptive Encoding Language for Evolving Modular Neural Networks. GECCO (2) 2004: 519-530 - 2003
- [j61]Kyle Wagner, James A. Reggia, Juan Uriagereka, Gerald Wilkinson:
Progress in the Simulation of Emergent Communication and Language. Adapt. Behav. 11(1): 37-69 (2003) - [j60]Yuri Shkuro, James A. Reggia:
Cost minimization during simulated evolution of paired neural networks leads to asymmetries and specialization. Cogn. Syst. Res. 4(4): 365-383 (2003) - 2002
- [j59]Reiner Schulz, James A. Reggia:
Predicting Nearest Agent Distances in Artificial Worlds. Artif. Life 8(3): 247-264 (2002) - [j58]James A. Reggia, Reiner Schulz:
The role of computational modeling in understanding hemispheric interactions and specialization. Cogn. Syst. Res. 3(1): 87-94 (2002) - [j57]Hui-Hsien Chou, Wei Huang, James A. Reggia:
The Trend Cellular Automata Programming Environment. Simul. 78(2): 59-75 (2002) - 2001
- [j56]James A. Reggia, Reiner Schulz, Gerald Wilkinson, Juan Uriagereka:
Conditions Enabling the Evolution of Inter-Agent Signaling in an Artificial World. Artif. Life 7(1): 3-32 (2001) - [c18]James A. Reggia, Yuri Shkuro, Natalia Shevtsova:
Computational Investigation of Hemispheric Specialization and Interactions. Emergent Neural Computational Architectures Based on Neuroscience 2001: 68-82 - 2000
- [j55]Yinong Chen, James A. Reggia:
The temporal correlation hypothesis for self-organizing feature maps. Int. J. Syst. Sci. 31(7): 911-921 (2000) - [j54]Svetlana Levitan, James A. Reggia:
A Computational Model of Lateralization and Asymmetries in Cortical Maps. Neural Comput. 12(9): 2037-2062 (2000)
1990 – 1999
- 1999
- [j53]Svetlana Levitan, James A. Reggia:
Interhemispheric effects on map organization following simulated cortical lesions. Artif. Intell. Medicine 17(1): 59-85 (1999) - [j52]Eytan Ruppin, Elad Ofer, James A. Reggia, Kenneth Revett, Sharon Goodall:
Pathogenic mechanisms in ischemic damage: a computational study. Comput. Biol. Medicine 29(1): 39-59 (1999) - [j51]Natalia Shevtsova, James A. Reggia:
Lateralization in a bihemispheric neural model of letter identification. Neurocomputing 26-27: 875-880 (1999) - [c17]Svetlana Levitan, Ioana Stoica, James A. Reggia:
A model of lateralization and asymmetries in cortical maps. IJCNN 1999: 121-124 - [c16]Mark Glezer, Yuri Shkuro, James A. Reggia:
Simulated callosal lesions in a neural model of left and right hemispheric regions. IJCNN 1999: 210-214 - [c15]Natalia Shevtsova, James A. Reggia:
Lesion effects in a bihemispheric letter-identification model. IJCNN 1999: 215-218 - 1998
- [j50]James A. Reggia, Hui-Hsien Chou, Jason D. Lohn:
Cellular Automata Models of Self-Replicating Systems. Adv. Comput. 47: 141-183 (1998) - [j49]Linglan Edwards, Yun Peng, James A. Reggia:
Computational Models for the Formation of Protocell Structures. Artif. Life 4(1): 61-77 (1998) - [j48]James A. Reggia, Jason D. Lohn, Hui-Hsien Chou:
Self-Replicating Structures: Evolution, Emergence and Computation. Artif. Life 4(3): 283-302 (1998) - [j47]Eytan Ruppin, James A. Reggia:
Seeking order in disorder: computational studies of neurologic and psychiatric diseases. Artif. Intell. Medicine 13(1-2): 1-12 (1998) - [j46]James A. Reggia, Sharon Goodall, Yuri Shkuro:
Computational Studies of Lateralization of Phoneme Sequence Generation. Neural Comput. 10(5): 1277-1297 (1998) - 1997
- [j45]Carol S. Whitney, James A. Reggia, Sungzoon Cho:
Does Rotation of Neuronal Population Vectors Equal Mental Rotation? Connect. Sci. 9(3): 253-268 (1997) - [j44]Jason D. Lohn, James A. Reggia:
Automatic discovery of self-replicating structures in cellular automata. IEEE Trans. Evol. Comput. 1(3): 165-178 (1997) - 1996
- [j43]James A. Reggia, David Montgomery:
A computational model of visual hallucinations in migraine. Comput. Biol. Medicine 26(2): 133-141 (1996) - [j42]Eric L. Grundstrom, James A. Reggia:
Learning activation Rules Rather than Connection weights. Int. J. Neural Syst. 7(2): 129-148 (1996) - [j41]Regev Levi, Eytan Ruppin, Yossi Matias, James A. Reggia:
Frequency-Spatial Transformation: A Proposal for Parsimonious Intra-Cortical Communication. Int. J. Neural Syst. 7(5): 591-598 (1996) - [j40]Yinong Chen, James A. Reggia:
Alignment of coexisting cortical maps in a motor control model. Neural Comput. 8(4): 731-755 (1996) - [j39]