Robert Kozma

2008
36	EE	Hima B. Puppala, Robert Kozma: Identification of phase transitions in simulated EEG signals. IJCNN 2008: 3511-3517
35	EE	Robert Kozma, Leonid I. Perlovsky, JaiSantosh Ankishetty: Detection of propagating phase gradients in EEG signals using Model Field Theory of non-Gaussian mixtures. IJCNN 2008: 3524-3529
2007
34	EE	Roman Ilin, Robert Kozma: Control of multi-stable chaotic neural networks using input constraints. IJCNN 2007: 2194-2199
33	EE	Robert Kozma, Ross W. Deming, Leonid I. Perlovsky: Estimation of Propagating Phase Transients in EEG Data - Application of Dynamic Logic Neural Modeling Approach. IJCNN 2007: 2341-2345
32	EE	Robert Linnehan, John Schindler, David Brady, Robert Kozma, Ross W. Deming, Leonid I. Perlovsky: Resolving Wall Ambiguities Using Angular Diverse Synthetic Arrays. IJCNN 2007: 2758-2763
31	EE	Robert Kozma, Terry Huntsberger, Hrand Aghazarian, Walter J. Freeman: Implementing intentional robotics principles using SSR2K platform. IROS 2007: 2262-2267
30	EE	Roman Ilin, Robert Kozma, Paul J. Werbos: Beyond Feedforward Models Trained by Backpropagation: a Practical Training Tool for a More Efficient Universal Approximator CoRR abs/0710.4182: (2007)
29	EE	Igor Beliaev, Robert Kozma: Time series prediction using chaotic neural networks on the CATS benchmark. Neurocomputing 70(13-15): 2426-2439 (2007)
28	EE	Robert Kozma: Neuropercolation. Scholarpedia 2(8): 1360 (2007)
2006
27		Robert Kozma, Anna L. Buczak: Biomedical Hypothesis Generation and Testing by Evolutionary Computation. DMIN 2006: 97-106
26	EE	Igor Beliaev, Robert Kozma: Studies on the Memory Capacity and Robustness of Chaotic Dynamic Neural Networks. IJCNN 2006: 3991-3998
25	EE	Kausik Kumar Majumdar, Robert Kozma: Studies on Sparse Array Cortical Modeling and Memory Cognition Duality. IJCNN 2006: 4954-4957
24	EE	Roman Ilin, Robert Kozma, Paul J. Werbos: Cellular SRN Trained by Extended Kalman Filter Shows Promise for ADP. IJCNN 2006: 506-510
23	EE	Robert Kozma: Influence of Criticality on 1/falphaSpectral Characteristics of Cortical Neuron Populations. IJCNN 2006: 632-637
22	EE	Robert Kozma, Toshio Fukuda: Intentional dynamic systems: Fundamental concepts and applications. Int. J. Intell. Syst. 21(9): 875-879 (2006)
21	EE	Derek Harter, Robert Kozma: Aperiodic dynamics and the self-organization of cognitive maps in autonomous agents. Int. J. Intell. Syst. 21(9): 955-971 (2006)
20	EE	Paul N. Balister, Béla Bollobás, Robert Kozma: Large deviations for mean field models of probabilistic cellular automata. Random Struct. Algorithms 29(3): 399-415 (2006)
2005
19	EE	Robert Kozma, Marko Puljic, Paul Balister, Béla Bollobás, Walter J. Freeman: Phase transitions in the neuropercolation model of neural populations with mixed local and non-local interactions. Biological Cybernetics 92(6): 367-379 (2005)
18	EE	Marko Puljic, Robert Kozma: Activation clustering in neural and social networks. Complexity 10(4): 42-50 (2005)
17	EE	Robert Kozma, Derek Wong, Murat Demirer, Walter J. Freeman: Learning intentional behavior in the K-model of the amygdala and entorhinal cortex with the cortico-hyppocampal formation. Neurocomputing 65-66: 23-30 (2005)
2004
16	EE	Robert Kozma, Marko Puljic, Paul Balister, Béla Bollobás, Walter J. Freeman: Neuropercolation: A Random Cellular Automata Approach to Spatio-temporal Neurodynamics. ACRI 2004: 435-443
15		Derek Harter, Robert Kozma: Aperiodic Dynamics and the Self-Organization of Cognitive Maps in Autonomous Agents. FLAIRS Conference 2004
14	EE	Derek Harter, Robert Kozma: Aperiodic Dynamics for Appetitive/aversive Behavior in Autonomous Agents. ICRA 2004: 2147-2152
13	EE	Derek Wong, Robert Kozma, Edward Tunstel, Walter J. Freeman: Navigation in a Challenging Martian Environment using Multi-sensory Fusion in KIV Model. ICRA 2004: 672-677
12	EE	Horatiu Voicu, Robert Kozma, Derek Wong, Walter J. Freeman: Spatial navigation model based on chaotic attractor networks. Connect. Sci. 16(1): 1-19 (2004)
2002
11		Prasun K. Roy, Robert Kozma, D. Dutta Majumder: From neurocomputation to immunocomputation - a model and algorithm for fluctuation-induced instability and phase transition in biological systems. IEEE Trans. Evolutionary Computation 6(3): 292-305 (2002)
10	EE	Robert Kozma, Walter J. Freeman: Classification of EEG patterns using nonlinear dynamics and identifying chaotic phase transitions. Neurocomputing 44-46: 1107-1112 (2002)
2001
9	EE	Derek Harter, Robert Kozma: Task Environments for the Dynamic Development of Behavior. International Conference on Computational Science (2) 2001: 300-309
8	EE	Nikola K. Kasabov, Jaesoo Kim, Robert Kozma, Tico Cohen: Rule Extraction from Fuzzy Neural Networks FuNN: A Method and a Real-World Application. JACIII 5(4): 193-200 (2001)
7	EE	Robert Kozma, Maritza Alvarado, Linda J. Rogers, Brian Lau, Walter J. Freeman: Emergence of un-correlated common-mode oscillations in the sensory cortex. Neurocomputing 38-40: 747-755 (2001)
2000
6	EE	Robert Kozma, Walter J. Freeman: Encoding and Recall of Noisy Data as Chaotic Spatio-Temporal Memory Patterns in the Style of the Brains. IJCNN (5) 2000: 33-38
5		Nikola K. Kasabov, Robert Kozma: Methods and systems for intelligent human-computer interaction. Inf. Sci. 123(1-2): 1-2 (2000)
1998
4		Nikola K. Kasabov, Robert Kozma, Michael J. Watts: Phoneme-Based Speech Recognition via Fuzzy Neural Networks Modeling and Learning. Inf. Sci. 110(1-2): 61-79 (1998)
3		Nikola K. Kasabov, Robert Kozma: Self-Organization and Adaptation in Intelligent Systems. JACIII 2(6): 177 (1998)
1996
2	EE	Robert Kozma, Masatake Sakuma, Yoichi Yokoyama, Masaharu Kitamura: On the accuracy of mapping by neural networks trained by backpropagation with forgetting. Neurocomputing 13(2-4): 295-311 (1996)
1995
1	EE	Robert Kozma, Masaharu Kitamura, Aleksander Malinowski, Jacek M. Zurada: On Performance Measures of Artificial Neural Networks Trained by Structural Learning with Forgetting. ANNES 1995: 22-25

Coauthor Index

1	Hrand Aghazarian	[31]
2	Maritza Alvarado	[7]
3	JaiSantosh Ankishetty	[35]
4	Paul N. Balister (Paul Balister)	[16] [19] [20]
5	Igor Beliaev	[26] [29]
6	Béla Bollobás	[16] [19] [20]
7	David Brady	[32]
8	Anna L. Buczak	[27]
9	Tico Cohen	[8]
10	Ross W. Deming	[32] [33]
11	Murat Demirer	[17]
12	Walter J. Freeman	[6] [7] [10] [12] [13] [16] [17] [19] [31]
13	Toshio Fukuda	[22]
14	Derek Harter	[9] [14] [15] [21]
15	Terrance L. Huntsberger (Terry Huntsberger)	[31]
16	Roman Ilin	[24] [30] [34]
17	Nikola K. Kasabov (Nikola Kasabov)	[3] [4] [5] [8]
18	Jaesoo Kim	[8]
19	Masaharu Kitamura	[1] [2]
20	Brian Lau	[7]
21	Robert Linnehan	[32]
22	Kausik Kumar Majumdar	[25]
23	D. Dutta Majumder	[11]
24	Aleksander Malinowski	[1]
25	Leonid I. Perlovsky	[32] [33] [35]
26	Marko Puljic	[16] [18] [19]
27	Hima B. Puppala	[36]
28	Linda J. Rogers	[7]
29	Prasun K. Roy	[11]
30	Masatake Sakuma	[2]
31	John Schindler	[32]
32	Edward Tunstel	[13]
33	Horatiu Voicu	[12]
34	Michael J. Watts	[4]
35	Paul J. Werbos	[24] [30]
36	Derek Wong	[12] [13] [17]
37	Yoichi Yokoyama	[2]
38	Jacek M. Zurada	[1]

Colors in the list of coauthors