Theoretical Neuroscience Group

Unraveling brain dynamics through mathematical modeling and computational analysis at Georgia State University.

Full List of Publications

Papers in peer-reviewed journals

Preprints

Papers in conference proceedings

  • 2023
  • 2008
    Loskutov EM, Feigin AM, Molkov YI, Mukhin DN (2008) Stochastic models from time series, Proceedings of International Symposium "Topical Problems of Nonlinear Wave Physics", Nizhniy Novgorod, Russia, 20-26 July, NWP-3, p.36-37
  • 2008
    Loskutov EM, Feigin AM, Molkov YI, Mukhin DN (2008) Reconstruction prognosis of qualitative behavior of high-dimensional dynamic systems by low-dimensional stochastic models, Proceedings of International Symposium "Topical Problems of Nonlinear Wave Physics", Nizhniy Novgorod, Russia, 20-26 July, NWP-3, p.62
  • 2005
    Loskutov EM, Feigin AM, Molkov YI, Mukhin DN (2005) Modification of Bayesian approach as applied to reconstruction of dynamic system from time-series, Proceedings of International Symposium "Topical Problems of Nonlinear Wave Physics", Nizhniy Novgorod, Russia, 2-9 August, v.1, p.75-76
  • 2004
    Loskutov EM, Feigin AM, Molkov YI, Mukhin DN (2004) Statistical approach to the dynamical systems reconstruction, Collected lectures "Nonlinear Waves ", Nizniy Novgorod, IAP RAS, 2005, pp.411-425
  • 2003
    Loskutov EM, Feigin AM, Molkov YI (2003) Building parameterized models of dynamical systems by noisy time series, Proceedings of VII All-Russian young scientists conference "Small atmosphere admixtures: Atmospheric electricity and dynamical precessed in the atmosphere" (Nizhniy Novgorod, 13-15 May ), pp.163-167
  • 2003
    Mukhin DN, Feigin AM, Molkov YI, Suvorov EV (2003) Bayesian approach to the retrieval of vertical ozone profile from microwave measurement data: realization based on artificial neural networks, Proceedings of VII All-Russian young scientists conference "Small atmosphere admixtures: Atmospheric electricity and dynamical precessed in the atmosphere" (Nizhniy Novgorod, 13-15 May ), pp.168-176
  • 2002
    Molkov YI, Feigin AM (2002) Prognosis of qualitative behavior of dynamical system by non-stationary chaotic time series, Collected lectures "Nonlinear Waves ", Nizniy Novgorod, IAP RAS, 2003, pp.34-52
  • 2000
    Sushchik MM, Kuznetsov AS, Kozlov AK, Molkov YI (2000) Chaotic Synchronization of Long Chains by a Small Number of Couplings. Proc. of International Conference on Control of Oscillations, Chaos, St. Petersburg, Russia, 5-7 July, pp. 185-186
  • 2000
    Zakharov DG, Molkov YI, Sushchik MM (2000) The effect of noise on a bistable regime in the dynamical model of locomotor rhythm, Proceedings of the Second International Conference "Control of Oscillations and Chaos" (COC ), Sankt-Peterburg, Russia, v.III, pp. 457-460
  • 2000
    Loskutov EM, Feigin AM, Molkov YI, Mukhin DN (2000) Prognosis of bifurcations of a dynamical system by observed chaotic time series, Proceedings of VI All-Russian young scientists conference "Small atmosphere admixtures: Atmospheric electricity" (Nizhniy Novgorod, 11-13 May ), pp.151-169
  • 1999
    Loskutov EM, Feigin AM, Molkov YI, Mukhin DN (1999) Long-term prognosis of small gas atmospheric components evolution by observed time dependencies, Proceedings of International conference "Physics of atmospheric aerosol", Moscow, 12-17 April, pp.480-485
  • 1999
    Zakharov DG, Molkov YI, Sushchik MM (1999) Influence of random impacts on the system of nonlinearily coupled Van-der-Pole - Duffing oscillators, Proceedings of third scientific conference on Radiophysics, Nizhniy Novgorod State University, pp.114-115
  • 1998
    Kozlov AK, Sushchik MM, Molkov YI, Kuznetsov AS (1998) Bistable phase synchronization, chaos in a system of coupled Van der Pol - Duffing oscillators, Proc. of International Workshop on "Synchronization, Pattern Formation and Spatio - Temporal Chaos in Coupled Chaotic Oscillators", University of Santiago de Compostella, Santiago de Compostella, Spain, June 7-10, p. 20
  • 1998
    Kozlov AK, Sushchik MM, Molkov YI, Kuznetsov AS (1998) Phase bistability, chaos in a system of two identical Van der Pol-Duffing oscillators, Proc. International Symposium on Nonlinear Theory and its Applications (NOLTA'98), Crans - Monana, Switzerland, V. 2, pp. 527-530
  • 1998
    Molkov YI, Sushchik MM, Kuznetsov AS, Kozlov AK, Zakharov DG (1998) Dynamical model for locomotor - like movements of humans, Proc. International Symposium on Nonlinear Theory and its Applications (NOLTA'98), Crans - Monana, Switzerland, V. 3, pp. 1325-1328

Abstracts

  • 2026
    Todorov D, Jeter R, Molkov YI (2026) Optimizing Multi-Context Motor Adaptation using Model-Free Reinforcement Learning, COSYNE, March, Lisbon, Portugal
  • 2026
    Stell T, Jeter R, Molkov YI (2026) Commitment Issues in Motoneurons: How Ionic Currents Enable Bistability, AMS Spring Southeastern Sectional Meeting (Meeting #1216), Special Session on Recent advances in Molecular based Computational and Mathematical Bioscience, IV, March 29, 2:30-3:00 PM, Room 204 (Hawes Hall), Georgia Southern University-Armstrong Campus, Savannah, GA
  • 2026
    Poliashenko I, Molkov YI (2026) Linking Axon Initial Segment Remodeling to Motorneuron Dysfunction After Spinal Cord Injury, Georgia State Undergraduate Research Conference (GSURC), Monday, April 6, 2026, Georgia State University, Atlanta, GA
  • 2025
    Rybak I, Molkov Y, Stell T, Krust F, Brocard F (2025) Mechanisms of bistability in spinal motoneurons, its regulation, 34th Annual Computational Neuroscience Meeting CNS*, July 5-9, Florence, Italy
  • 2024
    Molkov YI (2024) A Minimalistic Neuromechanical Model for Studying Mouse Locomotion, Neuromechanics of Locomotion, May 12-16, Champéry, Switzerland
  • 2024
    Rybak IA, Molkov YI (2024) Mechanisms of bistability in spinal motoneurons: a comparative analysis, 13th International Motoneuron Society Meeting (Congress International MotoNeuron Society 2024), June 18-21, Bordeaux, France
  • 2023
    Zaretsky DV, Zaretskaia MV, Molkov YI (2023) APOE4 allele presence strongly correlates with beta-amyloid cellular uptake rate, AAIC Advancements: APOE, March 6-7, St. Louis, Missouri
  • 2022
    Yu G, Markin SN, Shevtsova NA, Danner SM, Rybak IA, Molkov YI (2022) "On the role of sensory feedback, central neuronal interactions in locomotor gait and balance control in quadrupeds", Society for Neuroscience, San Diego, CA, United States of America (November )
  • 2022
    Lockhart A, Parrilla MA, Markin SN, Ramalingasetty ST, Shevtsova NA, Molkov YI, Ausborn J, Rybak IA, Danner SM (2022) "Comparative investigation of control mechanisms of locomotion and turning using a simulated quadrupedal robot", Society for Neuroscience, San Diego, CA, United States of America (November )
  • 2021
    Molkov YI (2021) "Control of steering in quadrupedal locomotion", Virtual conference of the Society for Mathematical Biology, June, Riverside, CA, USA
  • 2021
    Zaretsky DV, Zaretskaia MV, Molkov YI (2021) "Lysosomal permeabilization as a mechanism of amyloid degradation toxicity in Alzheimer's disease", Alzheimer's Association International Conference, July 26-30, Denver, CO, USA
  • 2021
    Molkov YI, Zaretskaia MV, Zaretsky DV (2021) "Bridging the gap between cellular amyloid metabolism, Alzheimer’s disease (AD) clinical data", Alzheimer's Association International Conference, August, San Diego, CA, USA
  • 2020
    Molkov YI, Barnett WH, Baekey DM, Dick TE, Wehrwein EA (2020) "Neural Mechanisms of Cardio-Respiratory Interactions", 13th Annual Society for Neuroscience Satellite Symposium on Motor Systems, Washington, DC, United States of America (October )
  • 2020
    Molkov YI (2020) "Complicated relationships between respiration, heart beat and blood pressure", Virtual Workshop on Motor Control, Cleveland, OH, United States of America (October )
  • 2019
    Molkov Y, Barnett W, Capps R, Latash E, Baekey D, Dick T, Paton J (2019) Cardio-Respiratory Interactions: Neural Mechanisms, SIAM Conference on Dynamical Systems, May 19-23, Snowbird, UT
  • 2019
    Capps RA, Barnett WH, Latash EM, Wehrwein E, Molkov YI, Dick TE (2019) Sympathetic parasympathetic mechanisms of enhanced respiratory modulation of blood pressure, heart rate during slow deep breathing, Computational Neuroscience, July 13-17, Barcelona, Spain
  • 2019
    Barnett WH, Koolen L, Dick TE, Abdala APL, Molkov YI (2019) Pontine mechanisms of abnormal breathing, Computational Neuroscience, July 13-17, Barcelona, Spain
  • 2019
    Latash EM, Barnett WH, Capps RA, Danner SM, Rybak IA, Molkov YI (2019) Interlimb coordination during split-belt locomotion: a modeling study, Computational Neuroscience, July 13-17, Barcelona, Spain
  • 2019
    Latash EM, Barnett WH, Capps RA, Danner SM, Frigon A, Rybak IA, Molkov Y (2019) Neuroscience "Cats stepping on a split belt treadmill reveal a functional organization of commissural interactions within the spinal locomotor circuits, " Society for Neuroscience, Chicago, United States of America (October 15, )
  • 2019
    Barnett WH, Flor KC, Amarante MK, Zoccal DB, Molkov Y (2019) Neuroscience "Expiratory inhibition is a mechanism for adaptive control of breathing, " Society for Neuroscience, Chicago, IL, United States of America (October 15, )
  • 2018
    Hama N, Koizumi H, Zhang R, Molkov YI, Smith JC (2018) Reconstructed postsynaptic excitatory, inhibitory conductance profiles of respiratory interneurons in rat brainstem in situ reveal network organization of respiratory CPG, 95th Annual meeting of the Physiological Society of Japan, Takamatsu, Kagawa, Japan, March 28-30
  • 2018
    Molkov Y, Latash E, Park H, Klishko A, Prilutsky B (2018) Interactions of balance control, locomotion in cats walking on a split-belt treadmill, 28th Annual Meeting Neural Control of Movement, May 1-5, Santa Fe, NM
  • 2018
    Molkov Y, Barnett W, Koolen L, Newman-Tancredi A, Varney M, Abdala A (2018) Serotonergic modulation of breathing: functional role of 5-HT1A receptors, CRCNS Conference, June 13-15, University of California Berkeley, CA
  • 2018
    Barnett W, Molkov Y, Koolen L, Newman-Tancredi A, Varney M, Abdala A (2018) Functional role of 5-HT1A receptors in serotonergic modulation of active exhalation, Computational Neuroscience, July 13-18, Seattle, WA
  • 2018
    Capps RA, Kim T, Hamade K, Markin S, Todorov D, Barnett WH, Latash EM, Molkov Y (2018) Cholinergic modulation of reinforcement learning in the striatum, Computational Neuroscience, July 13-18, Seattle, WA
  • 2018
    Latash E, Capps R, Barnett W, Molkov Y (2018) Brainstem mechanisms of cardio-respiratory coupling, Computational Neuroscience, July 13-18, Seattle, WA
  • 2018
    Kim T, Hamade KC, Barnett WH, Capps RA, Latash EM, Markin SN, Rybak IA, Molkov YI (2018) The role of striatal tonically active neurons in reinforcement learning: a modeling study, Society for Neuroscience Meeting, November 3-7, San Diego, CA
  • 2018
    Barnett WH, Souza GMPR, Machado BH, Molkov YI (2018) Sympathetic overactivity after chronic intermittent hypoxia has different mechanisms in male, female rats, Society for Neuroscience Meeting, November 3-7, San Diego, CA
  • 2018
    Barnett WH, Capps RA, Latash EM, Baekey D, Dick TE, Paton JFR, Molkov YI (2018) Brainstem mechanisms of cardio-respiratory coupling, Society for Neuroscience Meeting, November 3-7, San Diego, CA
  • 2017
    Barnett W, Molkov Y, Abdala A, Liu B, Moraes D, Kasparov S, Koolen L, Molkov Y, Smith J, Paton J (2017) Glycinergic neurons in the pre-Bötzinger complex are crucial for eupnea: an optogenetic study, SIAM Conference on Applications of Dynamical Systems, May 21-25, Snowbird, UT
  • 2017
    Hama N, Koizumi H, Zhang R, Molkov YI, Smith JC (2017) Temporal patterns of synaptic conductances of respiratory interneurons in juvenile rat brainstem in situ, 40th Annual meeting of the Japan Neuroscience Society, July, Tokyo, Japan
  • 2017
    Molkov YI, Abdala APL, Barnett WH, Smith JC, Paton JFR (2017) Optogenetic probing of glycinergic neuron function in brainstem respiratory circuits, CRCNS PI Meeting, June 14-16, Brown University, Providence, RI
  • 2017
    Todorov D, Capps R, Barnett W, Molkov Y (2017) The interplay between basal ganglia, cerebellum in motor adaptation, Computational Neuroscience, July 15-20, Antwerp, Belgium
  • 2017
    Latash EM, Park H, Barnett WH, Klishko AN, Prilutsky BI, Molkov YI (2017) Frontal plane dynamics of quadrupedal locomotion on a split-belt treadmill, Progress in Motor Control XI, July 19-22, Miami, FL
  • 2017
    Latash EM, Park H, Barnett WH, Klishko AN, Prilutsky BI, Molkov YI (2017) Frontal plane dynamics of quadrupedal locomotion on a split-belt treadmill, Society for Neuroscience Annual Meeting, November 11-15, Washington, DC
  • 2017
    Capps R, Todorov D, Barnett WH, Molkov YI (2017) Homeostatic motor adaptation: cerebellum's failure emboldens basal ganglia, Society for Neuroscience Annual Meeting, November 11-15, Washington, DC
  • 2017
    Ausborn J, Koizumi H, Barnett WH, John T, Zhang R, Molkov YI, Smith JC, Rybak IA (2017) Inhibitory interactions in the brainstem respiratory circuits: Insights from optogenetic studies, computational modeling, Society for Neuroscience Annual Meeting, November 11-15, Washington, DC
  • 2017
    Barnett WH, Molkov YI, Lemes E, Falqueto B, Colombari E, Takakura AT, Moreira TS, Zoccal DB (2017) Local glutamatergic transmission in the RTN/pFRG is critical for active expiration, sympathetic overactivity during hypercapnia, Society for Neuroscience Annual Meeting, November 11-15, Washington, DC
  • 2017
    Molkov YI, Phillips R, John T, Koizumi H, Smith JC (2017) TRP channels, intracellular calcium dynamics in the pre-Bötzinger complex, XIV Oxford Conference on Modelling and Control of Breathing, Merton College, Oxford, United Kingdom, September 17-21
  • 2017
    Todorov D, Capps R, Barnett W, Latash EM, Kim T, Hamade KC, Markin SN, Rybak IA, Molkov YI (2017) The interplay between basal ganglia, cerebellum in motor adaptation, Advances in Motor Learning & Motor Control Symposium, Society for Neuroscience Meeting, November 10, Washington, DC
  • 2016
    Molkov Y (2016) Coupled oscillations in the brainstem respiratory circuits, neurogenic hypertension, *CNS Workshop Dynamical Principles in Neural Circuits, Computational Neuroscience, July 6, Jeju, South Korea
  • 2016
    Molkov Y, Hamade K, Teka W, Barnett W, Kim T, Markin S, Rybak I (2016) Action Selection, Reinforcement Learning in Basal Ganglia during Reaching Movements, Computational Neuroscience, July 2-7, Jeju, South Korea
  • 2016
    Zoccal D, Barnett W, Abdala AP, Paton JFR, Molkov Y (2016) Kolliker-Fuse orchestrates timing of abdominal nerve bursting, CRCNS Conference - October 24-26, Paris, France
  • 2016
    Barnett W, Abdala AP, Paton JFR, Zoccal D, Molkov Y (2016) Kolliker Fuse orchestrates timing of abdominal nerve bursting, Society for Neuroscience Annual Meeting, November 12-16, San Diego, CA
  • 2016
    Koizumi H, Barnett W, Tariq MF, John T, Rybak IA, Molkov YI, Smith JC (2016) Optogenetic stimulation of pre-Bötzinger complex, Bötzinger complex inhibitory neurons reveals a major role of inhibition in respiratory central pattern generation, Society for Neuroscience Annual Meeting, November 12-16, San Diego, CA
  • 2016
    Molkov Y, Abdala A, Liu B, Moraes D, Kasparov S, Barnett W, Smith J, Paton J (2016) Glycinergic neurons in the pre-Bötzinger complex are crucial for eupnea: an optogenetic study, Society for Neuroscience Annual Meeting, November 12-16, San Diego, CA
  • 2016
    Kim T, Hamade KC, Teka W, Barnett WH, Markin SN, Rybak IA, Molkov YI (2016) Reward based motor adaptation mediated by basal ganglia, Society for Neuroscience Annual Meeting, November 12-16, San Diego, CA
  • 2015
    Yoo Y, LaPradd M, Zaretsky D, Molkov Y (2015) Modeling Core Body Temperature during Exercise, SIAM Conference on Computational Science and Engineering, March 14-18, Salt Lake City, UT
  • 2015
    Behrouzvaziri A, Yoo Y, Morozova E, Zaretskaia M, Zaretsky D, Molkov Y (2015) Circadian variability of body temperature responses to Methamphetamine (Meth), IUPUI Research Day, Indianapolis, April 17
  • 2015
    Molkov Y, Bacak B, Rybak I (2015) Left-Right Coordination in Mammalian Locomotor Pattern Generation, Society for Mathematical Biology Annual Meeting, June 30 - July 3, Atlanta, GA
  • 2015
    Molkov Y, Bacak B, Rybak I (2015) Frequency-Dependent Left-Right Coordination in Locomotor Pattern Generation, SIAM Conference on Applications of Dynamical Systems, May 17-21, Snowbird, UT
  • 2015
    Molkov Y, Bacak B, Segaran J, Rybak I (2015) Extracellular potassium concentration defines neuronal bursting properties, Organization for Computational Neuroscience Annual Meeting, July 18–23, Prague, Czech Republic
  • 2015
    Molkov YI, Barnett WH, Abdala AP, Paton JFR, Zoccal DB (2015) Chemoreception neuroplasticity in respiratory circuits, CRCNS PI meeting, Seattle, WA
  • 2015
    Barnett W, Abdala A, Paton JFR, Zoccal D, Molkov Y (2015) Chemoreception neuroplasticity in the respiratory circuits, An SfN Neuroscience Satellite Event "Pre-meeting on Rhythmic Motor Circuits", Oct. 16, Chicago, IL
  • 2015
    Barnett W, Yoo Y, Freshour S, Abdala A, Paton JFR, Zoccal D, Molkov Y (2015) Respiratory-Sympathetic Coupling the Peripheral Chemoreflex, Society for Neuroscience Annual Meeting, October 17-21, Chicago, IL
  • 2015
    Teka W, Hamade K, Markin S, Rogers R, Rybak I, Molkov Y (2015) Representation of reaching movements in motor cortex: a modeling perspective, Society for Neuroscience Annual Meeting, October 17-21, Chicago, IL
  • 2015
    Morozova E, Yoo Y, Kline H, Behrouzvaziri A, Zaretskaia M, Zaretsky D, Molkov Y (2015) Amphetamine enhances endurance by increasing heat dissipation, Society for Neuroscience Annual Meeting, October 17-21, Chicago, IL
  • 2015
    Behrouzvaziri A, Yoo Y, Morozova E, Zaretskaia M, Rusyniak D, Zaretsky D, Molkov Y (2015) Circadian variability of body temperature responses to Methamphetamine (Meth), Society for Neuroscience Annual Meeting, October 17-21, Chicago, IL
  • 2014
    Yoo Y, Kelley M, Zaretsky D, Molkov Y (2014) Core Body Temperature Regulation, Locomotor Activity, IUPUI Research Day, Indianapolis, April 11
  • 2014
    Behrouzvaziri A, Fu D, Tan P, Zaretskaia M, Rusyniak D, Zaretsky D, Molkov Y (2014) Orexinergic Neurotransmission in Temperature Responses to Amphetamines, IUPUI Research Day, Indianapolis, April 11
  • 2014
    Molkov YI, Bacak BJ, Rybak IA (2014) Mathematical modeling, analysis of spinal circuits involved in locomotor pattern generation and frequency-dependent left-right coordination, Annual Computational Neuroscience Meeting: CNS*, Quebec City, Canada, July 26-31
  • 2014
    Molkov YI, Shevtsova NA, Park C, Ben-Tal A, Smith JC, Rubin JE, Rybak IA (2014) Computational modeling of the respiratory system: Focus on hypercapnia, active expiration, Society for Neuroscience Annual Meeting, November 15-19, Washington, DC
  • 2014
    Behrouzvaziri A, Fu D, Tan P, Yoo Y, Zaretskaya M, Rusyniak D, Zaretsky DV, Molkov Y (2014) Modeling orexinergic neurotransmission in temperature responses to methamphetamine, Society for Neuroscience Annual Meeting, November 15-19, Washington, DC
  • 2014
    Yoo Y, Behrouzvaziri A, Zaretskaya M, Zaretsky D, Molkov Y (2014) Modeling core body temperature during exercise, Society for Neuroscience Annual Meeting, November 15-19, Washington, DC
  • 2014
    Zaretsky DV, Zaretskaia MV, Yoo Y, Behrouzvaziri A, Rusyniak DE, Molkov Y (2014) Locomotion-thermoregulatory coupling in responses to Methamphetamine (Meth), Society for Neuroscience Annual Meeting, November 15-19, Washington, DC
  • 2014
    Bacak B, Molkov Y, Rybak I (2014) Computational modeling, qualitative analysis of spinal circuits underlying locomotor pattern generation and frequency-dependent left-right coordination, Society for Neuroscience Annual Meeting, November 15-19, Washington, DC
  • 2013
    Borgmann A, Molkov YI, Koizumi H, Zhang R, Rybak IA, Smith JC (2013) Reconstruction of synaptic inputs to pre-Bötzinger complex neurons in situ, The 10th Gottingen Meeting of the German Neuroscience Society, March 13-16, Göttingen, Germany
  • 2013
    Molkov YI (2013) Multiscale Modeling of Neural Control of Breathing, Multiscale Modeling Consortium (MSM) Webinar, NIBIB, NIH, Bethesda, MD, 30 April
  • 2013
    Molkov YI, Bacak BJ, Dick TE, Rybak IA (2013) Control of breathing by interacting pontine, pulmonary feedback loops, Annual Computational Neuroscience Meeting: CNS*, Paris, France, 13-18 July
  • 2013
    Molkov YI, Fu D, Tan P, Zaretskaia MV, Zaretsky DV (2013) Orexinergic Neurotransmission in Temperature Responses to Amphetamines, Annual Computational Neuroscience Meeting: CNS*, Paris, France, 13-18 July
  • 2013
    Molkov Y, Fu D, Tan P, Zaretskaia M, Zaretsky D (2013) Orexinergic Neurotransmission in Temperature Responses to Amphetamines, Indiana CTSI Annual Meeting, IUPUI, Indianapolis, September 13
  • 2012
    Molkov YI, Jasinski PE, Shevtsova NA, Smith JC, Rybak IA (2012) Modeling analysis of rhythm generation mechanisms in excitatory networks, COSYNE, February 23-26, Salt Lake City, UT
  • 2012
    Molkov YI, Borgmann A, Zhang R, Rybak IA, Smith JC (2012) Analysis of excitatory, inhibitory interactions at high temporal resolution in core circuits of the respiratory CPG, Annual Computational Neuroscience Meeting: CNS*, Atlanta/Decatur, GA. 21-26 July
  • 2012
    Molkov YI, Zaretsky DV, Zaretskaia MV, Rusyniak DE (2012) Modeling Dose-dependent Temperature Responses to Methamphetamine, Annual Computational Neuroscience Meeting: CNS*, Atlanta/Decatur, GA. 21-26 July
  • 2012
    Rybak IA, Jasinski PE, Molkov YI, Shevtsova NA, Smith JC (2012) Modeling Na+-, Ca2+- dependent mechanisms of rhythmic bursting in excitatory neural networks, Annual Computational Neuroscience Meeting: CNS*, Atlanta/Decatur, GA. 21-26 July
  • 2012
    Molkov YI, Zaretsky DV, Zaretskaia MV, Durant PJ, Rusyniak DE (2012) Meth Math: Modeling temperature responses to methamphetamine, Society for Neuroscience Annual Meeting, October 13-17, New Orleans, LA
  • 2012
    Koizumi H, Molkov YI, Borgmann A, Zhang R, Smith JC (2012) Synaptic conductances of pre-Bötzinger complex respiratory neurons in vitro, in situ, Society for Neuroscience Annual Meeting, October 13-17, New Orleans, LA
  • 2012
    Park C, Molkov YI, Ben-Tal A, Shevtsova NA, Smith JC, Rybak IA, Rubin J (2012) A computational model of closed loop respiratory control, Society for Neuroscience Annual Meeting, October 13-17, New Orleans, LA
  • 2012
    Molkov YI, Zoccal DB, Baekey DM, Machado BH, Dick TE, Rybak IA (2012) Modeling interactions of respiratory CPG with autonomic nervous system, The XIIth Oxford Conference on Breathing, Emotion and Evolution, Almelo, 17 - 20 August, The Netherlands
  • 2012
    Smith JC, Molkov YI, Borgmann A, Koizumi H, Zhang R, Rybak IA (2012) Inhibitory excitatory synaptic interactions in the pre-Bötzinger, Bötzinger complexes in situ, The XIIth Oxford Conference on Breathing, Emotion and Evolution, Almelo, 17 - 20 August, The Netherlands
  • 2012
    Rybak IA, Jasinski PE, Molkov YI, Shevtsova NA, Smith JC (2012) Sodium calcium mechanisms of rhythmic bursting in the pre-Bötzinger complex, The XIIth Oxford Conference on Breathing, Emotion and Evolution, Almelo, 17 - 20 August, The Netherlands
  • 2012
    Shevtsova NA, Manzke T, Molkov YI, Smith JC, Bischoff A, Rybak IA, Richter DW (2012) 5-HT receptor-mediated reorganization of the brainstem respiratory network: insights from computational modeling, The XIIth Oxford Conference on Breathing, Emotion and Evolution, Almelo, 17 - 20 August, The Netherlands
  • 2011
    Molkov YI, Baekey DM, Paton JFR, Dick TE, Rybak IA (2011) Respiratory-Sympathetic Interactions, Central Baroreflex Pathways: Insights from Computational Modeling, Experimental Biology, April 9-13, Washington, DC
  • 2011
    Rybak IA, Jasinski PE, Shevtsova NA, Molkov YI (2011) Modeling Analysis of Rhythmic Activities in Excitatory Networks of the Brain Stem, Spinal Cord, Experimental Biology, April 9-13, Washington, DC
  • 2011
    Shevtsova NA, Bischoff A, Molkov YI, Manzke T, Rybak IA, Richter DW (2011) Computational Modeling of Serotonin-Evoked Reorganization of the Brain Stem Respiratory Network, Experimental Biology, April 9-13, Washington, DC
  • 2011
    Zoccal DB, Molkov YI, Moraes DJA, Machado BH, Paton JFR, Rybak IA (2011) Modeling the effect of changes in central respiratorysympathetic coupling on the sympathetic nerve activity after chronic intermittent hypoxia, Experimental Biology, April 9-13, Washington, DC
  • 2011
    Molkov YI, Shevtsova NA, Jasinski PE, Rybak IA (2011) Multiple regimes in neuron models with metabotropic glutamate receptors, NaP and CAN currents, SIAM Conference on Applications of Dynamical Systems, May, Snowbird, UT
  • 2011
    Abdala APL, Molkov YI, Rybak IA, Smith JC, Paton JFR (2011) Multiple oscillators for respiratory pattern formation, 8th IBRO World Congress of Neuroscience, July 14-18, Florence, Italy
  • 2011
    Rybak IA, Abdala APL, Molkov YI, Paton JFR, Smith JC (2011) State-dependent control of the respiratory pattern, coupled oscillators, Twentieth Annual Computational Neuroscience Meeting: CNS*, Stockholm, Sweden. 23-28 July (BMC Neuroscience 12 (Suppl 1):P308.)
  • 2011
    Molkov YI, Zoccal DB, Moraes DJA, Baekey DM, Dick TE, Machado BH, Paton JFR, Rybak IA (2011) Sympatho-respiratory coupling: Brainstem mechanisms, The Indianapolis Society for Neuroscience Annual Meeting, October 7
  • 2011
    Molkov YI, Borgmann A, Zhang R, Abdala APL, Paton JFR, Rybak IA, Smith JC (2011) Excitatory inhibitory interactions in core interneuron circuits of the respiratory CPG, 5th SFN Satellite Symposium on Motor Systems, November, 11th, National Institutes of Health, Bethesda, MD
  • 2011
    Shevtsova NA, Bischoff AM, Molkov YI, Manzke T, Smith JC, Rybak IA, Richter DW (2011) Computational modeling of serotonin-evoked reorganization of the brainstem respiratory network, Society for Neuroscience Annual Meeting, November 12-16, Washington, DC
  • 2011
    Molkov YI, Jasinski PE, Shevtsova NA, Smith JC, Rybak IA (2011) Modeling analysis of rhythm generation mechanisms in excitatory networks of brain stem, spinal cord, Society for Neuroscience Annual Meeting, November 12-16, Washington, DC
  • 2011
    Borgmann A, Molkov YI, Zhang R, Abdala APL, Paton JFR, Rybak IA, Smith JC (2011) Reconstruction of synaptic inputs to pre-Bötzinger complex neurons in situ, Society for Neuroscience Annual Meeting, November 12-16, Washington, DC
  • 2010
    Feigin AM, Loskutov EM, Molkov YI, Mukhin DN, Timushev RI (2010) Stochastic reconstruction from time series: predictive framework for critical transition in natural systems, Geophysical Research Abstracts, Vol. 12, EGU2010-8253, 7th EGU General Assembly
  • 2010
    Molkov YI, Rubin JE, Bacak BJ, Shevtsova NA, Smith JC, Rybak IA, State-Dependent M (2010) Interactions between BotC/pre-BotC, RTN/pFRG oscillations, Workshop "Dynamics of Bursting Activity of Neurons", April, GSU, Atlanta, GA
  • 2010
    Feigin AM, Loskutov EM, Molkov YI, Mukhin DN, Timushev RI (2010) Stochastic reconstruction from time series: predictive framework for critical transition in natural systems, Geophysical Research Abstracts, Vol. 12, EGU2010-8253, EGU General Assembly
  • 2010
    Molkov YI, Baekey DM, Paton JFR, Rybak IA, Dick TE (2010) Respiratory-sympathetic interactions: Yet another baroreflex pathway? Insights from computational modeling, NHLBI Systems Biology PI meeting, August, University of California, San Diego, CA
  • 2010
    Rybak IA, Abdala APL, Molkov YI, Bacak BJ, Paton JFR, Smith JC (2010) Emergence of RTN/pFRG Oscillations, their Interactions with the Respiratory CPG, The Fourth Motor Systems Symposium, November, Salk Institute for Biological Studies, San Diego, CA
  • 2010
    Molkov YI, Baekey DM, Paton JFR, Dick TE, Rybak IA (2010) Brain Stem Neural Mechanisms for Sympatho-Respiratory Coupling, Baroreceptor Reflex, The Fourth Motor Systems Symposium, November, Salk Institute for Biological Studies, San Diego, CA
  • 2010
    Rybak IA, Hsieh YH, Dhingra R, Bacak BJ, Molkov YI, Dick TE (2010) Control of respiratory pattern by interacting pontine and pulmonary feedback loops, 40th Annual Meeting of Socite for Neuroscience, November, San Diego, CA
  • 2010
    Molkov YI, Zoccal DB, Moraes DJA, Baekey DM, Dick TE, Machado BH, Paton JFR, Rybak IA (2010) Sympatho-respiratory coupling: Brainstem mechanisms, 40th Annual Meeting of Socite for Neuroscience, November, San Diego, CA
  • 2010
    Feigin AM, Loskutov EM, Mukhin DN, Molkov YI (2010) Prognosis of qualitative behavior from time series: advantages, limitations of deterministic modeling, Abstract NG43H-1464 presented at 2010 Fall Meeting, AGU, San Francisco, Calif., 13-17 Dec
  • 2010
    Loskutov EM, Mukhin DN, Molkov YI, Feigin AM (2010) Prognosis of qualitative bechavior from time series: stochastic modeling framework, Abstract NG43H-1459 presented at 2010 Fall Meeting, AGU, San Francisco, Calif., 13-17 Dec
  • 2009
    Feigin AM, Fidelin GA, Loskutov EM, Molkov YI, Mukhin DN (2009) Using the minimum description length principle for global reconstruction of dynamic systems from noisy time series, Geophysical Research Abstracts, Vol. 11, EGU2009-1728, 6th EGU General Assembly
  • 2009
    Mukhin DN, Molkov YI, Feigin AM, Loskutov EM (2009) Modelling of high-dimension dynamics by random dynamical systems, Dynamics Days Europe, Aug 31 - Sep 4, Goettingen, Germany
  • 2008
    Mukhin DN, Feigin AM, Molkov YI, Loskutov EM (2008) Reconstruction of high dimensional dynamic systems from time series by stochastic models, Geophysical Research Abstracts, Vol. 10, 00789, 5th EGU General Assembly
  • 2008
    Feigin AM, Loskutov EM, Molkov YI, Mukhin DN (2008) Parameterized modeling of stochastic systems by time series, prognosis of their qualitative behavior, Geophysical Research Abstracts, Vol. 10, 01541, 5th EGU General Assembly
  • 2008
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2008) Reconstruction of random dynamical systems from time-series, prognosis of their qualitative behavior, XIV Scientific School “Nonlinear waves – ”, Nizhniy Novgorod, p, 115
  • 2007
    Feigin AM, Loskutov EM, Molkov YI, Mukhin DN, Timushev RI (2007) Markov Chain Monte Carlo algorithm for Bayesian reconstruction of a dynamical system by noisy chaotic time series, its application to prognosis of bifurcations, Geophysical Research Abstracts, Vol. 9, 03022, 4th EGU General Assembly, Vienna, 15-20 April
  • 2006
    Feigin AM, Loskutov EM, Molkov YI, Mukhin DN (2006) Prognosis of bifurcations of a dynamical system by noisy chaotic time series, Geophysical Research Abstracts, Vol. 8, 06966, 3rd EGU General Assembly
  • 2005
    Mukhin DN, Feigin AM, Loskutov EM, Molkov YI (2005) Modification of Bayesian approach as applied to reconstruction of dynamic system from time-series: Perfect model class scenario, Geophysical Research Abstracts, Vol. 7, 00567, 2nd EGU General Assembly
  • 2005
    Feigin AM, Loskutov EM, Molkov YI, Mukhin DN (2005) Modification of the Bayesian approach as applied to reconstruction of dynamic system from time-series: Imperfect model class scenario, Geophysical Research Abstracts, Vol. 7, 02436, 2nd EGU General Assembly
  • 2005
    Molkov YI, Suvorov EV, Mukhin DN, Feigin AM (2005) Bayesian approach to reconstruction of vertical ozone profile from the radiometry measurements data, VIII All-Russian Conference of Young Scientists “Atmosphere content and electrical processes”, Borok, May 17-19, p. 79
  • 2005
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2005) Statistical approach to the reconstruction of dynamical systems from time-series, VIII All-Russian Conference of Young Scientists “Atmosphere content and electrical processes”, Borok, May 17-19, p. 80
  • 2004
    Molkov YI, Suvorov EV, Mukhin DN, Feigin AM (2004) Bayesian approach to retrieval of vertical ozone profile from the radiometry measurements data, 35-th COSPAR Scientific Assembly, Paris, France, 18-25 July, A1.1-0165-04
  • 2003
    Molkov YI, Loskutov EM, Feigin AM (2003) Construction of parameterized models of dynamical systems from noisy chaotic time-series, VII All-Russian Conference of Young Scientists on Small admixtures, atmospheric electricity and dynamical processes in the atmosphere”, Nizhniy Novgorod, May 13-15, p. 38
  • 2003
    Molkov YI, Ezersky AB, Feigin AM, Muchnikov AB (2003) Construction of a mathematical model of vertex motion of air in a flow behind a cylindrical body from scalar time-series, VII All-Russian Conference of Young Scientists “Small admixtures, atmospheric electricity and dynamical processes in the atmosphere”, Nizhniy Novgorod, May 13-15, p. 40
  • 2003
    Molkov YI, Suvorov EV, Mukhin DN, Feigin AM (2003) Bayesian approach to the reconstruction of vertical ozone distribution from radiometry measurements data, VII All-Russian Conference of Young Scientists “Small admixtures, atmospheric electricity and dynamical processes in the atmosphere”, Nizhniy Novgorod, May 13-15, p. 41
  • 2002
    Molkov YI, Suvorov EV, Mukhin DN, Feigin AM (2002) Use of artificial neural networks for the reconstruction of height profile of atmospheric ozone concentration form passive radiometry of atmosphere, International Symposium “Atmospheric radiation”, S.-Petersburg, June 18-21, p. 127
  • 2002
    Molkov YI, Suvorov EV, Mukhin DN, Feigin AM (2002) New method for the reconstruction of height ozone distribution from passive microwave radiometry of atmosphere data, XX All-Russian Conference on Radio waves Propagation, Nizhniy Novgorod, July 2-4, p. 356
  • 2001
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2001) Prognosis of bifurcations of a dynamical system by the observed chaotic time series, International conference the 100th Anniversary of A.A. Andronov «Progress in Nonlinear Science», p.233
  • 2001
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2001) Construction of prognostic models of high-dimensional weakly non-autonomous dynamical systems from observed dynamics, VI Nizhniy Novgorod Scientific Session of Young Scientists, pp. 11
  • 2001
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2001) Prognosis of qualitative behavior of dynamical systems from chaotic time-series, 6th International Conference CHAOS’01 (Saratov, 2-7 October ), Saratov, p.111
  • 2001
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2001) Construction of prognostic models of dynamical systems from non-stationary noisy chaotic time-series, 6th International Conference CHAOS’01 (Saratov, 2-7 October ), Saratov, p.112
  • 2000
    Molkov YI, Sushchik MM, Zakharov DG (2000) Dynamical model of the Central Pattern Generator of a human, V All-Russian Conference on Biomechanics, Nizhniy Novgorod
  • 2000
    Molkov YI, Sushchik MM, Zakharov DG (2000) Effect of additive, multiplicative noises on the dynamics of two nonlinearly coupled Van-Der-Pole – Duffing generators, V Nizhniy Novgorod Session of Young Scientists, pp. 30-31
  • 2000
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2000) Prognosis of bifurcations of a dynamical system from observed chaotic time-series, V Nizhniy Novgorod Session of Young Scientists “Small admixtures of the atmosphere. Atmospheric electricity”, May 11-13, p. 49
  • 2000
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2000) On global reconstruction of weakly non-autonomous dynamical systems from observed dynamics aiming to predict their bifurcations, V Nizhniy Novgorod Session of Young Scientists, pp. 121
  • 2000
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (2000) On error estimation of non-autonomous system bifurcations prognosis, V Nizhniy Novgorod Scientific Session of Young Scientists, pp. 122
  • 1999
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1999) Construction of prognostic models of nonlinear non-autonomous dynamical systems, IV Nizhniy Novgorod Session of Young Scientists, p. 154-155
  • 1999
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1999) Adaptive algorithm for long-term prediction of the behavior of a system exhibiting chaotic dynamics, IV Nizhniy Novgorod Session of Young Scientists, p. 153-154
  • 1999
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1999) Prognostic models of non-linear dynamic systems, XXII General Assembly of International Union of Geodesy and Geophysics, (Birmingham, July 19th- 30th, ), p. B291
  • 1999
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1999) Adaptive algorithm for long-term prognosis of observed chaotic dynamics, XXII General Assembly of International Union of Geodesy and Geophysics, (Birmingham, July 19th- 30th, ), p. B291
  • 1999
    Molkov YI, Sushchik MM, Zakharov DG (1999) Effect of random perturbations on a system of coupled Van-Der-Pole – Duffing generators with nonlinear coupling, IV Nizhniy Novgorod Session of Young Scientists, p. 152
  • 1998
    Molkov YI, Sushchik MM, Zakharov DG (1998) Dynamical model of locomotor movements of humans evoked by vibrational stimulation of muscles, III Nizhniy Novgorod Session of Young Scientists, p. 95
  • 1998
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1998) Effect of vertical turbulent diffusion on non-linear dynamical properties of the mesospheric photochemical system, III Nizhniy Novgorod Session of Young Scientists, p. 97-98
  • 1998
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1998) Reconstruction of dynamical models of atmospheric photochemical systems by a time-series of a single dynamical variable, III Nizhniy Novgorod Session of Young Scientists, p. 99
  • 1998
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1998) Nonlinear dynamical properties of the mesospheric photochemical system accounting for vertical turbulent diffusion, II All-Russian Scientific Conference of Students in Radiophysics, S.-Petersburg
  • 1998
    Molkov YI, Loskutov EM, Mukhin DN, Feigin AM (1998) Creation of prognostic models of atmospheric photochemical systems from observation data, II All-Russian Scientific Conference of Students in Radiophysics, S.-Petersburg
  • 1998
    Molkov YI, Sushchik MM, Zakharov DG (1998) Phenomenological model of stepping movements of a human evoked by non-resonant vibration, Scientific Conference in Radiophysics dedicated to the 80th anniversary of NNSU named after Lobachevsky, p. 42
  • 1998
    Molkov YI, Sushchik MM, Kozlov AK, Kuznetsov AS, Zakharov DG (1998) Dynamical properties of locomotor apparatus of a human, Days of Nonlinear Dynamics in Nizhniy Novgorod 98, June 30 – July 2
  • 1998
    Molkov YI, Sushchik MM, Zakharov DG (1998) Syncronized oscillations in the system of two coupled Van-der-Pol - Duffing -Rayileigh oscillators, 5th International Scool of Chaotic Oscillations and Pattern Formations (CHAOS’98). Saratov. P. 61
  • 1998
  • 1997
    Molkov YI, Rabinovich MI, Sushchik MM (1997) Synchronous bursting in coupled neurons, Snowbird, Utah, USA, Fourth SIAM Conference on Applications of Dynamical Systems, p. 61
  • 1997
    Molkov YI, Sushchik MM, Yulin AV (1997) Synchronization of structures by a small number of couplings, Snowbird, Utah, USA, Fourth SIAM Conference on Applications of Dynamical Systems, p. 112-113
  • 1997
    Molkov YI (1997) Minimal model of switches between synchronized states of generators with different phase shifts, II Nizhniy Novgorod Session of Young Scientists, p. 76
  • 1996
    Molkov YI, Rabinovich MI, Sushchik MM (1996) Synchronous bursting in coupled neurons, Nizhny Novgorod, International Conference on Contemporary Problems of Theory of Dynamical Systems
  • 1996
    Molkov YI, Sushchik MM, Yulin AV (1996) Synchronization of localized structures in circuits at weak inhomogeneous coupling between them, Nihniy Novgorod, IV Conference on non-linear oscillations of Mechanical Systems, p. 109
  • 1996
    Molkov YI, Maximov AG (1996) On dynamics of the perturbed sine-Gordon equation with a local inhomogeneity, Nihniy Novgorod, IV Conference on non-linear oscillations of Mechanical Systems, p. 101
  • 1996
    Molkov YI, Rabinovich MI, Sushchik MM (1996) Synchronization of relaxation generators, Nihniy Novgorod, IV Conference on non-linear oscillations of Mechanical Systems, p. 108
  • 1994
    Molkov YI, Maximov AG (1994) Stationary solutions to the perturbed sine-Gordon equation with a local inhomogeneity, Scientific Conference on Radiophysics, Nizhniy Novgorod, NNSU, pp. 22-23
  • 1994
    Molkov YI, Maximov AG (1994) On soliton trains dynamics in long Josephson junction with inhomogeneity, Nizhny Novgorod – Moscow, Second International Scientific School-Seminar: Dynamic and Stochastic Wave Phenomena, p. 95
  • 1993
    Molkov YI, Maximov AG (1993) On dynamics of dissipative solitons in the perturbed sine-Gordon equation, Scientific Conference on Radiophysics, Nizhniy Novgorod, NNSU, pp. 76-77