Robert Kozma

Robert B. Kozma

	2011
56		Giovanni Egidio Pazienza, Robert Kozma, Jordi Albo-Canals: Percolation in memristive networks. IJCNN 2011: 2761-2763
55		Ludmilla Werbos, Robert Kozma, Rodrigo Silva-Lugo, Giovanni Egidio Pazienza, Paul J. Werbos: Metamodeling for large-scale optimization tasks based on object networks. IJCNN 2011: 2905-2910
54		Mark H. Myers, Robert Kozma: Modeling normal/epileptic brain dynamics with potential application in titration therapy. IJCNN 2011: 3085-3092
53		Giovanni Egidio Pazienza, Robert Kozma: Memristor as an archetype of dynamic data-driven systems and applications to sensor networks. Procedia CS 4: 1782-1787 (2011)
	2010
52		Robert Kozma, Marko Puljic: Chaotic behavior in probabilistic cellular neural networks. IJCNN 2010: 1-7
51		Marko Puljic, Robert Kozma: Broad-band Oscillations by Probabilistic Cellular Automata. J. Cellular Automata 5(6): 491-507 (2010)
50		Walter J. Freeman, Robert Kozma: Freeman's mass action. Scholarpedia 5(1): 8040 (2010)
	2009
49		Roman Ilin, Robert Kozma: Sensor integration in KIV brain model for decision making. IJCNN 2009: 1328-1334
48		Mark H. Myers, Robert Kozma: Seizure prediction through dynamic synchronization measures of neural populations. IJCNN 2009: 2195-2201
47		Rustu Murat Demirer, Robert Kozma, Mert Çaglar, Yasar Polatoglu: A new nonlinear filter design for the detection of phase transitions in ECoG data. IJCNN 2009: 671-676
46		Robert Kozma: 2009 International Joint Conference on Neural Networks (IJCNN 2009) [Conference Reports]. IEEE Comp. Int. Mag. 4(4): 18-20 (2009)
45		Robert Kozma, Daniel S. Levine, Leonid I. Perlovsky: Introduction to the special issue on goal-directed neural systems. Neural Networks 22(3): 197-199 (2009)
44		Robert Kozma, Walter J. Freeman: The KIV model of intentional dynamics and decision making. Neural Networks 22(3): 277-285 (2009)
43		Robert Kozma, Steven L. Bressler, Leonid I. Perlovsky, Ganesh K. Venayagamoorthy: Advances in neural networks research: An introduction. Neural Networks 22(5-6): 489-490 (2009)
	2008
42		Hima B. Puppala, Robert Kozma: Identification of phase transitions in simulated EEG signals. IJCNN 2008: 3511-3517
41		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
40		Robert Kozma, Terry Huntsberger, Hrand Aghazarian, Edward Tunstel, Roman Ilin, Walter J. Freeman: Intentional Control for Planetary Rover SRR. Advanced Robotics 22(12): 1309-1327 (2008)
39		Roman Ilin, Robert Kozma, Paul J. Werbos: Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator. IEEE Transactions on Neural Networks 19(6): 929-937 (2008)
	2007
38		Roman Ilin, Robert Kozma: Control of multi-stable chaotic neural networks using input constraints. IJCNN 2007: 2194-2199
37		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
36		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
35		Robert Kozma, Terry Huntsberger, Hrand Aghazarian, Walter J. Freeman: Implementing intentional robotics principles using SSR2K platform. IROS 2007: 2262-2267
34		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)
33		Igor Beliaev, Robert Kozma: Time series prediction using chaotic neural networks on the CATS benchmark. Neurocomputing 70(13-15): 2426-2439 (2007)
32		Robert Kozma: Neuropercolation. Scholarpedia 2(8): 1360 (2007)
	2006
31		Robert Kozma, Anna L. Buczak: Biomedical Hypothesis Generation and Testing by Evolutionary Computation. DMIN 2006: 97-106
30		Igor Beliaev, Robert Kozma: Studies on the Memory Capacity and Robustness of Chaotic Dynamic Neural Networks. IJCNN 2006: 3991-3998
29		Kausik Kumar Majumdar, Robert Kozma: Studies on Sparse Array Cortical Modeling and Memory Cognition Duality. IJCNN 2006: 4954-4957
28		Roman Ilin, Robert Kozma, Paul J. Werbos: Cellular SRN Trained by Extended Kalman Filter Shows Promise for ADP. IJCNN 2006: 506-510
27		Robert Kozma: Influence of Criticality on 1/falphaSpectral Characteristics of Cortical Neuron Populations. IJCNN 2006: 632-637
26		Robert Kozma, Toshio Fukuda: Intentional dynamic systems: Fundamental concepts and applications. Int. J. Intell. Syst. 21(9): 875-879 (2006)
25		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)
24		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
23		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)
22		Marko Puljic, Robert Kozma: Activation clustering in neural and social networks. Complexity 10(4): 42-50 (2005)
21		Derek Harter, Robert Kozma: Chaotic neurodynamics for autonomous agents. IEEE Transactions on Neural Networks 16(3): 565-579 (2005)
20		Robert Kozma, Derek Wong, Rustu 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
19		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
18		Derek Harter, Robert Kozma: Aperiodic Dynamics and the Self-Organization of Cognitive Maps in Autonomous Agents. FLAIRS Conference 2004
17		Derek Harter, Robert Kozma: Aperiodic Dynamics for Appetitive/aversive Behavior in Autonomous Agents. ICRA 2004: 2147-2152
16		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
15		Horatiu Voicu, Robert Kozma, Derek Wong, Walter J. Freeman: Spatial navigation model based on chaotic attractor networks. Connect. Sci. 16(1): 1-19 (2004)
14		Deliang Wang, Walter J. Freeman, Robert Kozma, Andrzej Lozowski, Ali Minai: Guest Editorial Special Issue on Temporal Coding for Neural Information Processing. IEEE Transactions on Neural Networks 15(5): 953-956 (2004)
	2002
13		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)
12		Robert B. Kozma, R. E. Anderson: Qualitative case studies of innovative pedagogical practices using ICT. J. Comp. Assisted Learning 18(4): 387-394 (2002)
11		Robert Kozma, Walter J. Freeman: Classification of EEG patterns using nonlinear dynamics and identifying chaotic phase transitions. Neurocomputing 44-46: 1107-1112 (2002)
	2001
10		Derek Harter, Robert Kozma: Task Environments for the Dynamic Development of Behavior. International Conference on Computational Science (2) 2001: 300-309
9		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)
8		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
7		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
6		Nikola K. Kasabov, Robert Kozma: Methods and systems for intelligent human-computer interaction. Inf. Sci. 123(1-2): 1-2 (2000)
	1999
5		Robert B. Kozma: Students collaborating with computer models and physical experiments. CSCL 1999: 39
	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		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		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	[35] [40]
2	Jordi Albo-Canals	[56]
3	Maritza Alvarado	[8]
4	R. E. Anderson	[12]
5	JaiSantosh Ankishetty	[41]
6	Paul N. Balister (Paul Balister)	[19] [23] [24]
7	Igor Beliaev	[30] [33]
8	Béla Bollobás	[19] [23] [24]
9	David Brady	[36]
10	Steven L. Bressler	[43]
11	Anna L. Buczak	[31]
12	Mert Çaglar	[47]
13	Tico Cohen	[9]
14	Ross W. Deming	[36] [37]
15	Rustu Murat Demirer	[20] [47]
16	Walter J. Freeman	[7] [8] [11] [14] [15] [16] [19] [20] [23] [35] [40] [44] [50]
17	Toshio Fukuda	[26]
18	Derek Harter	[10] [17] [18] [21] [25]
19	Terrance L. Huntsberger (Terry Huntsberger)	[35] [40]
20	Roman Ilin	[28] [34] [38] [39] [40] [49]
21	Nikola K. Kasabov (Nikola Kasabov)	[3] [4] [6] [9]
22	Jaesoo Kim	[9]
23	Masaharu Kitamura	[1] [2]
24	Brian Lau	[8]
25	Daniel S. Levine	[45]
26	Robert Linnehan	[36]
27	Andrzej Lozowski	[14]
28	Kausik Kumar Majumdar	[29]
29	D. Dutta Majumder (Dwijesh Dutta Majumder)	[13]
30	Aleksander Malinowski	[1]
31	Ali Minai	[14]
32	Mark H. Myers	[48] [54]
33	Giovanni Egidio Pazienza	[53] [55] [56]
34	Leonid I. Perlovsky	[36] [37] [41] [43] [45]
35	Yasar Polatoglu	[47]
36	Marko Puljic	[19] [22] [23] [51] [52]
37	Hima B. Puppala	[42]
38	Linda J. Rogers	[8]
39	Prasun K. Roy	[13]
40	Masatake Sakuma	[2]
41	John Schindler	[36]
42	Rodrigo Silva-Lugo	[55]
43	Edward Tunstel	[16] [40]
44	Ganesh K. Venayagamoorthy (Ganesh Kumar Venayagamoorthy)	[43]
45	Horatiu Voicu	[15]
46	Deliang Wang	[14]
47	Michael J. Watts	[4]
48	Ludmilla Werbos	[55]
49	Paul J. Werbos	[28] [34] [39] [55]
50	Derek Wong	[15] [16] [20]
51	Yoichi Yokoyama	[2]
52	Jacek M. Zurada	[1]

Colors in the list of coauthors

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