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Items: 1 to 50 of 71

1.

Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to Atari Breakout game.

Patel D, Hazan H, Saunders DJ, Siegelmann HT, Kozma R.

Neural Netw. 2019 Aug 25. pii: S0893-6080(19)30226-6. doi: 10.1016/j.neunet.2019.08.009. [Epub ahead of print]

PMID:
31500931
2.

Locally connected spiking neural networks for unsupervised feature learning.

Saunders DJ, Patel D, Hazan H, Siegelmann HT, Kozma R.

Neural Netw. 2019 Nov;119:332-340. doi: 10.1016/j.neunet.2019.08.016. Epub 2019 Aug 26.

PMID:
31499357
3.

The rhythm of memory: how breathing shapes memory function.

Heck DH, Kozma R, Kay LM.

J Neurophysiol. 2019 Aug 1;122(2):563-571. doi: 10.1152/jn.00200.2019. Epub 2019 Jun 19.

PMID:
31215344
4.

The key role of coexisting opposite dynamic behaviors in brains and in cognition.: Comment on "Chimera states in neuronal networks: A review" by M. Perc et al.

Kozma R.

Phys Life Rev. 2019 Mar;28:140-141. doi: 10.1016/j.plrev.2019.03.009. Epub 2019 Mar 19. No abstract available.

PMID:
30905553
5.

Genomic regions of speciation and adaptation among three species of grouse.

Kozma R, Rödin-Mörch P, Höglund J.

Sci Rep. 2019 Jan 28;9(1):812. doi: 10.1038/s41598-018-36880-5.

6.

BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python.

Hazan H, Saunders DJ, Khan H, Patel D, Sanghavi DT, Siegelmann HT, Kozma R.

Front Neuroinform. 2018 Dec 12;12:89. doi: 10.3389/fninf.2018.00089. eCollection 2018.

7.

Spatial Directionality Found in Frontal-Parietal Attentional Networks.

Hossain G, Myers MH, Kozma R.

Neurosci J. 2018 Aug 30;2018:7879895. doi: 10.1155/2018/7879895. eCollection 2018.

8.

Past and potential future population dynamics of three grouse species using ecological and whole genome coalescent modeling.

Kozma R, Lillie M, Benito BM, Svenning JC, Höglund J.

Ecol Evol. 2018 May 29;8(13):6671-6681. doi: 10.1002/ece3.4163. eCollection 2018 Jul.

9.

Consensus-based recommendations for the management of uveitis associated with juvenile idiopathic arthritis: the SHARE initiative.

Constantin T, Foeldvari I, Anton J, de Boer J, Czitrom-Guillaume S, Edelsten C, Gepstein R, Heiligenhaus A, Pilkington CA, Simonini G, Uziel Y, Vastert SJ, Wulffraat NM, Haasnoot AM, Walscheid K, Pálinkás A, Pattani R, Györgyi Z, Kozma R, Boom V, Ponyi A, Ravelli A, Ramanan AV.

Ann Rheum Dis. 2018 Aug;77(8):1107-1117. doi: 10.1136/annrheumdis-2018-213131. Epub 2018 Mar 28.

10.

Mesoscopic neuron population modeling of normal/epileptic brain dynamics.

Myers MH, Kozma R.

Cogn Neurodyn. 2018 Apr;12(2):211-223. doi: 10.1007/s11571-017-9468-7. Epub 2017 Dec 26.

11.

Bessel-like functional distributions in brain average evoked potentials.

Capolupo A, Kozma R, Olivares Del Campo A, Vitiello G.

J Integr Neurosci. 2017;16(s1):S85-S98. doi: 10.3233/JIN-170069. Review.

PMID:
29125500
12.

Advances in Cognitive Engineering Using Neural Networks.

Lee M, Bressler S, Kozma R.

Neural Netw. 2017 Aug;92:1-2. doi: 10.1016/j.neunet.2017.05.012. No abstract available.

PMID:
28601200
13.

Differential excitatory control of 2 parallel basket cell networks in amygdala microcircuits.

Andrási T, Veres JM, Rovira-Esteban L, Kozma R, Vikór A, Gregori E, Hájos N.

PLoS Biol. 2017 May 24;15(5):e2001421. doi: 10.1371/journal.pbio.2001421. eCollection 2017 May.

14.

Cinematic Operation of the Cerebral Cortex Interpreted via Critical Transitions in Self-Organized Dynamic Systems.

Kozma R, Freeman WJ.

Front Syst Neurosci. 2017 Mar 14;11:10. doi: 10.3389/fnsys.2017.00010. eCollection 2017.

15.

Breathing as a Fundamental Rhythm of Brain Function.

Heck DH, McAfee SS, Liu Y, Babajani-Feremi A, Rezaie R, Freeman WJ, Wheless JW, Papanicolaou AC, Ruszinkó M, Sokolov Y, Kozma R.

Front Neural Circuits. 2017 Jan 12;10:115. doi: 10.3389/fncir.2016.00115. eCollection 2016. Review.

16.
17.

Looking into the past - the reaction of three grouse species to climate change over the last million years using whole genome sequences.

Kozma R, Melsted P, Magnússon KP, Höglund J.

Mol Ecol. 2016 Jan;25(2):570-80. doi: 10.1111/mec.13496. Epub 2016 Jan 19.

PMID:
26607571
19.

Comparison Analysis: Granger Causality and New Causality and Their Applications to Motor Imagery.

Hu S, Wang H, Zhang J, Kong W, Cao Y, Kozma R.

IEEE Trans Neural Netw Learn Syst. 2016 Jul;27(7):1429-44. doi: 10.1109/TNNLS.2015.2441137. Epub 2015 Jun 18.

PMID:
26099149
20.

Random graph theory and neuropercolation for modeling brain oscillations at criticality.

Kozma R, Puljic M.

Curr Opin Neurobiol. 2015 Apr;31:181-8. doi: 10.1016/j.conb.2014.11.005. Epub 2014 Dec 1. Review.

PMID:
25460075
21.

Robust sequential working memory recall in heterogeneous cognitive networks.

Rabinovich MI, Sokolov Y, Kozma R.

Front Syst Neurosci. 2014 Nov 14;8:220. doi: 10.3389/fnsys.2014.00220. eCollection 2014.

22.

Vague-to-crisp dynamics of percept formation modeled as operant (selectionist) process.

Ilin R, Zhang J, Perlovsky L, Kozma R.

Cogn Neurodyn. 2014 Feb;8(1):71-80. doi: 10.1007/s11571-013-9262-0. Epub 2013 Aug 4.

23.

Hierarchical random cellular neural networks for system-level brain-like signal processing.

Kozma R, Puljic M.

Neural Netw. 2013 Sep;45:101-10. doi: 10.1016/j.neunet.2013.02.010. Epub 2013 Mar 15.

PMID:
23548329
24.

Mathematical theories of physical intelligence: comment on "Dissipation of 'dark energy' by cortex in knowledge retrieval," by Capolupo, Freeman, and Vitiello.

Kozma R.

Phys Life Rev. 2013 Mar;10(1):110-1; discussion 112-6. doi: 10.1016/j.plrev.2013.03.005. Epub 2013 Mar 14. No abstract available.

PMID:
23506947
25.

Cell therapy with bone marrow mononuclear cells in elastase-induced pulmonary emphysema.

Longhini-Dos-Santos N, Barbosa-de-Oliveira VA, Kozma RH, Faria CA, Stessuk T, Frei F, Ribeiro-Paes JT.

Stem Cell Rev Rep. 2013 Apr;9(2):210-8. doi: 10.1007/s12015-012-9419-y.

PMID:
23242964
26.

Transcriptome sequencing of black grouse (Tetrao tetrix) for immune gene discovery and microsatellite development.

Wang B, Ekblom R, Castoe TA, Jones EP, Kozma R, Bongcam-Rudloff E, Pollock DD, Höglund J.

Open Biol. 2012 Apr;2(4):120054. doi: 10.1098/rsob.120054.

27.

A radar-enabled collaborative sensor network integrating COTS technology for surveillance and tracking.

Kozma R, Wang L, Iftekharuddin K, McCracken E, Khan M, Islam K, Bhurtel SR, Demirer RM.

Sensors (Basel). 2012;12(2):1336-51. doi: 10.3390/s120201336. Epub 2012 Jan 31.

28.

Metamodeling and the Critic-based approach to multi-level optimization.

Werbos L, Kozma R, Silva-Lugo R, Pazienza GE, Werbos PJ.

Neural Netw. 2012 Aug;32:179-85. doi: 10.1016/j.neunet.2012.02.036. Epub 2012 Feb 16.

PMID:
22386785
29.
30.

Complementary aspects of emotions and music.

Kozma R.

Phys Life Rev. 2010 Mar;7(1):41-3; discussion 49-54. doi: 10.1016/j.plrev.2010.01.009. Epub 2010 Jan 15. No abstract available.

PMID:
20374923
31.

Data-driven automated acoustic analysis of human infant vocalizations using neural network tools.

Warlaumont AS, Oller DK, Buder EH, Dale R, Kozma R.

J Acoust Soc Am. 2010 Apr;127(4):2563-77. doi: 10.1121/1.3327460.

32.

Advances in neural networks research: an introduction.

Kozma R, Bressler S, Perlovsky L, Venayagamoorthy GK.

Neural Netw. 2009 Jul-Aug;22(5-6):489-90. doi: 10.1016/j.neunet.2009.07.008. Epub 2009 Jul 18.

PMID:
19632811
33.

The KIV model of intentional dynamics and decision making.

Kozma R, Freeman WJ.

Neural Netw. 2009 Apr;22(3):277-85. doi: 10.1016/j.neunet.2009.03.019. Epub 2009 Apr 5.

PMID:
19395236
34.

Introduction to the special issue on goal-directed neural systems.

Kozma R, Levine D, Perlovsky L.

Neural Netw. 2009 Apr;22(3):197-9. doi: 10.1016/j.neunet.2009.03.014. Epub 2009 Mar 29. No abstract available.

PMID:
19375277
35.

Intermittent spatio-temporal desynchronization and sequenced synchrony in ECoG signals.

Kozma R, Freeman WJ.

Chaos. 2008 Sep;18(3):037131. doi: 10.1063/1.2979694.

PMID:
19045505
36.

Dynamical aspects of behavior generation under constraints.

Kozma R, Harter D, Achunala S.

Cogn Neurodyn. 2007 Sep;1(3):213-23. doi: 10.1007/s11571-007-9016-y. Epub 2007 Mar 3.

37.

Narrow-band oscillations in probabilistic cellular automata.

Puljic M, Kozma R.

Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Aug;78(2 Pt 2):026214. Epub 2008 Aug 26.

PMID:
18850928
38.

Beyond feedforward models trained by backpropagation: a practical training tool for a more efficient universal approximator.

Ilin R, Kozma R, Werbos PJ.

IEEE Trans Neural Netw. 2008 Jun;19(6):929-37. doi: 10.1109/TNN.2008.2000396.

PMID:
18541494
39.

Chaotic neurodynamics for autonomous agents.

Harter D, Kozma R.

IEEE Trans Neural Netw. 2005 May;16(3):565-79.

PMID:
15940987
40.

Outgrowth of neurites from NIE-115 neuroblastoma cells is prevented on repulsive substrates through the action of PAK.

Marler KJ, Kozma R, Ahmed S, Dong JM, Hall C, Lim L.

Mol Cell Biol. 2005 Jun;25(12):5226-41.

41.

Phase transitions in the neuropercolation model of neural populations with mixed local and non-local interactions.

Kozma R, Puljic M, Balister P, Bollobás B, Freeman WJ.

Biol Cybern. 2005 Jun;92(6):367-79. Epub 2005 May 25.

42.

Novel p21-activated kinase-dependent protrusions characteristically formed at the edge of transformed cells.

Heckman CA, Urban JM, Cayer M, Li Y, Boudreau N, Barnes J, Plummer HK 3rd, Hall C, Kozma R, Lim L.

Exp Cell Res. 2004 May 1;295(2):432-47.

PMID:
15093742
43.

Basic principles of the KIV model and its application to the navigation problem.

Kozma R, Freeman WJ.

J Integr Neurosci. 2003 Jun;2(1):125-45.

PMID:
15011280
45.

Vimentin intermediate filament reorganization by Cdc42: involvement of PAK and p70 S6 kinase.

Chan W, Kozma R, Yasui Y, Inagaki M, Leung T, Manser E, Lim L.

Eur J Cell Biol. 2002 Dec;81(12):692-701.

PMID:
12553669
46.

Biocomplexity: adaptive behavior in complex stochastic dynamical systems.

Freeman WJ, Kozma R, Werbos PJ.

Biosystems. 2001 Feb;59(2):109-23.

PMID:
11267739
47.
49.

Cryptic Rac-binding and p21(Cdc42Hs/Rac)-activated kinase phosphorylation sites of NADPH oxidase component p67(phox).

Ahmed S, Prigmore E, Govind S, Veryard C, Kozma R, Wientjes FB, Segal AW, Lim L.

J Biol Chem. 1998 Jun 19;273(25):15693-701.

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