| 2025 | IJCNN | Position Paper on the Role of Sequential Switches in Human Cognition and Supporting Sustainable AI. | Robert Kozma, Jeffery Jonathan Joshua Davis |
| 2025 | SMC | A Transition Probability Matrix Approach to Brain Dynamics - A Quantitative Analysis of EEG Sequences. | Jeffery Jonathan Joshua Davis, Robert Kozma |
| 2025 | SMC | Coordination Dynamics in Cognitive Robotics Using Brain-Inspired Neural Systems. | Robert Kozma, Imre J. Rudas, Levente Kovcs |
| 2024 | IJCNN | Large-Scale Synchronization Transients Serving as Neural Substrates of Consciousness. | Robert Kozma |
| 2024 | SMC | Cinematic Theory of Cognition and Consciousness - Implications for Efficient Human-Computer Interactions. | Robert Kozma, Bernard J. Baars, Natalie Geld |
| 2023 | SMC | Brain Dynamics in Engaged and Relaxed Psychophysiological States Reflecting the Creation of Knowledge and Meaning. | Jeffery Jonathan Joshua Davis, Florian Schbeler, Robert Kozma |
| 2022 | SMC | Respiratory Modulation of Cortical Rhythms - Testing The Phase Transition Hypothesis. | Robert Kozma, Jeffery Jonathan Joshua Davis, Florian Schbeler, Samuel S. McAfee, James W. Wheless, Detlef H. Heck |
| 2022 | SACI | Large-Scale Networks: From Intelligent Robotics to Emergency Response. | Robert Kozma |
| 2021 | AAAI | Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks. | Weihao Tan, Devdhar Patel, Robert Kozma |
| 2020 | ICPR | Deep Learning Based Domain Adaptation with Data Fusion for Aerial Image Data Analysis. | Jingyang Lu, Chenggang Yu, Erik Blasch, Roman Ilin, Hua-mei Chen, Dan Shen, Nichole Sullivan, Genshe Chen, Robert Kozma |
| 2020 | IJCNN | Unsupervised Features Extracted using Winner-Take-All Mechanism Lead to Robust Image Classification. | Devdhar Patel, Robert Kozma |
| 2020 | IJCNN | Minibatch Processing for Speed-up and Scalability of Spiking Neural Network Simulation. | Daniel J. Saunders, Cooper Sigrist, Kenneth Chaney, Robert Kozma, Hava T. Siegelmann |
| 2020 | SMC | Discrimination Between Brain Cognitive States Using Shannon Entropy and Skewness Information Measure. | Jeffery Jonathan Davis, Florian Schbeler, Sungchul Ji, Robert Kozma |
| 2019 | IJCNN | Interpretation of Mesoscopic Neurodynamics by Simulating Conversion Between Pulses and Waves. | Jeffery Jonathan Joshua Davis, Robert Kozma |
| 2019 | SMC | Models of Situated Intelligence Inspired by the Energy Management of Brains. | Robert Kozma, Raymond Noack, Hava T. Siegelmann |
| 2018 | IJCNN | Graph Models of Neurodynamics to Support Oscillatory Associative Memories. | Gabriel P. Andrade, Mikls Ruszink, Robert Kozma |
| 2018 | IJCNN | Unsupervised Learning with Self-Organizing Spiking Neural Networks. | Hananel Hazan, Daniel J. Saunders, Darpan T. Sanghavi, Hava T. Siegelmann, Robert Kozma |
| 2018 | IJCNN | STDP Learning of Image Patches with Convolutional Spiking Neural Networks. | Daniel J. Saunders, Hava T. Siegelmann, Robert Kozma, Mikls Ruszink |
| 2018 | SMC | Neuroenergetics of Brain Operation and Implications for Energy-Aware Computing. | Robert Kozma, Raymond Noack, Chetan Manjesh |
| 2017 | CogSIMA | A cognitively motivated algorithm for rapid response in emergency situations. | Robert Kozma |
| 2017 | IJCNN | Abstraction hierarchy in deep learning neural networks. | Roman Ilin, Thomas Watson, Robert Kozma |
| 2017 | IJCNN | Resting state neural networks and energy metabolism. | Raymond Noack, Chetan Manjesh, Mikls Ruszink, Hava T. Siegelmann, Robert Kozma |
| 2016 | IJCNN | Spatio-temporal EEG pattern extraction using high-density scalp arrays. | Jeffery Jonathan Davis, Robert Kozma, Chin-Teng Lin, Walter J. Freeman |
| 2016 | IJCNN | Modeling quasi-periodic lightcurves using neuropercolation. | Catalina Elzo, Pablo A. Estvez, Robert Kozma |
| 2016 | SMC | Mass action in brains and computers - a tribute to Walter J. Freeman. | Robert Kozma |
| 2016 | SMC | Modeling learning and strategy formation as phase transitions in cortical networks. | Robert Kozma, Yury Sokolov, Marko Puljic, Sanqing Hu, Mikls Ruszink |
| 2016 | SMC | PNN for EEG-based Emotion Recognition. | Jianhai Zhang, Ming Chen, Sanqing Hu, Yu Cao, Robert Kozma |
| 2014 | IJCNN | Phase cone detection optimization in EEG data. | Mark H. Myers, Robert Kozma, Jeffery Jonathan Davis, Roman Ilin |
| 2014 | SMC | Stability of dynamic brain models in neuropercolation approximation. | Yury Sokolov, Robert Kozma |
| 2013 | IJCNN | Detection of spatiotemporal phase patterns in ECoG using adaptive mixture models. | Roman Ilin, Robert Kozma |
| 2013 | IJCNN | The race to new mathematics of brains and consciousness - A tribute to John G. Taylor. | Robert Kozma |
| 2013 | IJCNN | Cognitive clustering algorithm for efficient cybersecurity applications. | Robert Kozma, Joo Lus Garcia Rosa, Denis Renato de Moraes Piazentin |
| 2013 | IJCNN | Spatial alignment of scalp EEG activity during cognitive tasks. | Mark H. Myers, Charlotte A. Joure, Carley Johnston, Aaron Canales, Akshay Padmanabha, Robert Kozma |
| 2012 | IJCCI | Geometric Image of Neurodynamics. | Germano Resconi, Robert Kozma |
| 2012 | IJCCI | Geometric Syncronisation by Multi-pendulum and Electronic Models of Neurodynamics. | Germano Resconi, Robert Kozma |
| 2012 | IJCNN | Analysis of phase relationship in ECoG using Hilbert transform and information theoretic measures. | Jeffery Jonathan Davis, Robert Kozma |
| 2012 | IJCNN | Adaptation of the generalized Carnot cycle to describe thermodynamics of cerebral cortex. | Walter J. Freeman, Robert Kozma, Giuseppe Vitiello |
| 2012 | IJCNN | Cognitively motivated learning of categorical data with Modeling Fields Theory. | Roman Ilin, Robert Kozma |
| 2011 | IJCNN | Modeling normal/epileptic brain dynamics with potential application in titration therapy. | Mark H. Myers, Robert Kozma |
| 2011 | IJCNN | Percolation in memristive networks. | Giovanni Egidio Pazienza, Robert Kozma, Jordi Albo-Canals |
| 2011 | IJCNN | Metamodeling for large-scale optimization tasks based on object networks. | Ludmilla Werbos, Robert Kozma, Rodrigo Silva-Lugo, Giovanni Egidio Pazienza, Paul J. Werbos |
| 2010 | IJCNN | Chaotic behavior in probabilistic cellular neural networks. | Robert Kozma, Marko Puljic |
| 2009 | IJCNN | A new nonlinear filter design for the detection of phase transitions in ECoG data. | Rustu Murat Demirer, Robert Kozma, Mert aglar, Yasar Polatoglu |
| 2009 | IJCNN | Sensor integration in KIV brain model for decision making. | Roman Ilin, Robert Kozma |
| 2009 | IJCNN | Seizure prediction through dynamic synchronization measures of neural populations. | Mark H. Myers, Robert Kozma |
| 2008 | IJCNN | Detection of propagating phase gradients in EEG signals using Model Field Theory of non-Gaussian mixtures. | Robert Kozma, Leonid I. Perlovsky, JaiSantosh Ankishetty |
| 2008 | IJCNN | Identification of phase transitions in simulated EEG signals. | Hima B. Puppala, Robert Kozma |
| 2007 | IJCNN | Control of multi-stable chaotic neural networks using input constraints. | Roman Ilin, Robert Kozma |
| 2007 | IJCNN | Estimation of Propagating Phase Transients in EEG Data - Application of Dynamic Logic Neural Modeling Approach. | Robert Kozma, Ross W. Deming, Leonid I. Perlovsky |
| 2007 | IJCNN | Resolving Wall Ambiguities Using Angular Diverse Synthetic Arrays. | Robert Linnehan, John Schindler, David Brady, Robert Kozma, Ross W. Deming, Leonid I. Perlovsky |
| 2007 | IROS | Implementing intentional robotics principles using SSR2K platform. | Robert Kozma, Terry Huntsberger, Hrand Aghazarian, Walter J. Freeman |
| 2006 | IJCNN | Studies on the Memory Capacity and Robustness of Chaotic Dynamic Neural Networks. | Igor Beliaev, Robert Kozma |
| 2006 | IJCNN | Cellular SRN Trained by Extended Kalman Filter Shows Promise for ADP. | Roman Ilin, Robert Kozma, Paul J. Werbos |
| 2006 | IJCNN | Influence of Criticality on 1/f | Robert Kozma |
| 2006 | IJCNN | Studies on Sparse Array Cortical Modeling and Memory Cognition Duality. | Kausik Kumar Majumdar, Robert Kozma |
| 2005 | IJCNN | A chaos synchronization-based dynamic vision model for image segmentation. | Hanif Azhar, Khan Iftekharuddin, Robert Kozma |
| 2005 | IJCNN | Stability conditions of the full KII model of excitatory and inhibitory neural populations. | Roman Ilin, Robert Kozma |
| 2005 | IJCNN | Analysis of phase transitions in KIV with amygdala during simulated navigation control. | Robert Kozma, Mark Myers |
| 2005 | SMC | Nonlinear Neurodynamics Tool for System Analysis and Application for Time Series Prediction. | Igor Beliaev, Roman Ilin, Robert Kozma |
| 2005 | SMC | A Novel Approach to Distributed Sensory Networks Using Biologically-Inspired Sensory Fusion. | Robert Kozma, Edward W. Tunstel |
| 2004 | FlAIRS | Aperiodic Dynamics and the Self-Organization of Cognitive Maps in Autonomous Agents. | Derek Harter, Robert Kozma |
| 2004 | IJCNN | Studies on the conditions of limit cycle oscillations in the K2 models of neural populations. | Roman Ilin, Robert Kozma, Walter J. Freeman |
| 2004 | ICRA | Aperiodic Dynamics for Appetitive/aversive Behavior in Autonomous Agents. | Derek Harter, Robert Kozma |
| 2004 | IJCNN | On noise induced resonances in neurodynamic models. | Robert Kozma |
| 2004 | IJCNN | Time series prediction using chaotic neural networks: case study of IJCNN CATS benchmark test. | Robert Kozma, Igor Beliaev |
| 2004 | IJCNN | Applying KIV dynamic neural network model for real time navigation by mobile robot EMMA. | Sangeeta Muthu, Robert Kozma, Walter J. Freeman |
| 2004 | IROS | Implementing reinforcement learning in the chaotic KIV model using mobile robot AIBO. | Robert Kozma, Sangeeta Muthu |
| 2004 | ICRA | Navigation in a Challenging Martian Environment using Multi-sensory Fusion in KIV Model. | Derek Wong, Robert Kozma, Edward W. Tunstel, Walter J. Freeman |
| 2003 | IJCNN | Learning spatial navigation using chaotic neural network model. | Robert Kozma, Prashant Ankaraju |
| 2003 | IJCNN | A dynamic neural network method for time series prediction using the KIII model. | Haizhon Li, Robert Kozma |
| 2003 | IJCNN | Phase transitions in a probabilistic cellular neural network model having local and remote connections. | Marko Puljic, Robert Kozma |
| 2003 | SMC | Dynamical neural network algorithm for autonomous learning and navigation control. | Robert Kozma, Horatiu Voicu, Derek Wong, Walter J. Freeman |
| 2002 | CEC | Combining negative selection and classification techniques for anomaly detection. | Fabio A. Gonzlez, Dipankar Dasgupta, Robert Kozma |
| 2001 | ICCS | Task Environments for the Dynamic Development of Behavior. | Derek Harter, Robert Kozma |
| 2000 | IJCNN | Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains. | Robert Kozma, Walter J. Freeman |
| 1999 | IJCNN | A possible mechanism for intermittent oscillations in the KIII model of dynamic memories - the case study of olfaction. | Robert Kozma, Walter J. Freeman |
| 1997 | ICONIP | A Methodology for Speech Data Analysis and a Framework for Adaptive Speech Recognition Using Fuzzy Neural Networks. | Nikola K. Kasabov, Robert Kozma, Richard Kilgour, Mark R. Laws, J. Taylor, Michael J. Watts, Andrew R. Gray |
| 1997 | ICONIP | Multi-Agent Implementation of Fractal Analysis by Fuzzy Neural Networks. | Robert Kozma, J. A. Swope, Nikola K. Kasabov, M. J. A. Williams |