Reactive control of epileptiform discharges in realistic computational neuronal models with bistability

International Journal of Neural Systems

Volumn 23, Issue 1, 2013, Pages

  Koppert, Marc ^a   Kalitzin, Stiliyan ^a   Velis, Demetrios ^a,b   Da Silva, Fernando Lopes ^c,d   Viergever, Max A ^e  

^a STICHTING EPILEPSIE INSTELLINGEN NEDERLAND SEIN   (Netherlands)

^b VU UNIVERSITY MEDICAL CENTER   (Netherlands)

^c UNIVERSITY OF AMSTERDAM   (Netherlands)

^d INSTITUTO SUPERIOR TÉCNICO   (Portugal)

^e UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

Adaptive control; Computational modeling; Epileptic seizures; Epileptogenicity; Reactive stimulation

Indexed keywords

ADAPTIVE CONTROL; COMPUTATIONAL MODELING; EPILEPTIC SEIZURES; EPILEPTOGENICITY; REACTIVE STIMULATION;

REAL TIME CONTROL;

DYNAMICS;

ARTICLE; BIOLOGICAL MODEL; COMPUTER SIMULATION; EQUIPMENT DESIGN; HUMAN; METHODOLOGY; NERVE CELL; PATHOPHYSIOLOGY; PHYSIOLOGY; SEIZURE; STANDARD;

COMPUTER SIMULATION; EQUIPMENT DESIGN; HUMANS; MODELS, NEUROLOGICAL; NEURONS; SEIZURES;

EID: 84872375152     PISSN: 01290657     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0129065712500323     Document Type: Article

References (33)

1. A. L. Velasco et al., Electrical stimulation of the hippocampal epileptic foci for seizure control: A doubleblind, long-term follow-up study, Epilepsia 48(10) (2007) 1895-1903.
2. P. Boon et al., Electrical stimulation for the treatment of epilepsy, Neurotherapeutics 6(2) (2009) 218-227.
3. I. Osorio et al., Automated seizure abatement in humans using electrical stimulation, Ann. Neurol. 57(2) (2005) 258-268. (Pubitemid 40179864)
4. L. B. Good et al., Control of synchronization of brain dynamics leads to control of epileptic seizures in rodents, Int. J. Neural. Syst. 19(3) (2009) 173-176.
5. H.Khosravani, P. L. Carlen and J. L.Velazquez,The control of seizure-like activity in the rat hippocampal slice, Biophys. J. 84(1) (2003) 687-695.
6. N. Chakravarthy et al., Homeostasis of brain dynamics in epilepsy: A feedback control systems perspective of seizures, Ann. Biomed. Eng. 37(3) (2009) 565-585.
7. A. W. Chiu and B. L. Bardakjian, Control of state transitions in an in silico model of epilepsy using small perturbations, IEEE Trans. Biomed. Eng. 51(10) (2004) 1856-1859.
8. K. Tsakalis et al., A feedback control systems view of epileptic seizures, Cybern. Syst. Anal. 42(4) (2006) 483-495.
9. I. Osorio et al., Epileptic seizures: Quakes of the brain? Phys. Rev. E. Stat. Nonlin. Soft Matter Phys. 82(2 Pt 1) (2010) 021919.
10. N. D. Schiff, D. R. Labar and J. D. Victor, Common dynamics in temporal lobe seizures and absence seizures, Neuroscience 91(2) (1999) 417-428.
11. L. D. Iasemidis et al., Dynamics and neuromodulation of the epileptic brain. Introduction, Int. J. Neural. Syst. 21(2) (2011) v-vi.
12. F. Lopes da Silva et al., Epilepsies as dynamical diseases of brain systems: Basic models of the transition between normal and epileptic activity, Epilepsia 44(12) (2003) 72-83.
13. F. H. Lopes da Silva et al., Dynamical diseases of brain systems: Different routes to epileptic seizures, IEEE Trans. Biomed. Eng. 50(5) (2003) 540-548.
14. F. Wendling, Computational models of epileptic activity: A bridge between observation and pathophysiological interpretation, Expert Rev. Neurother. 8(6) (2008) 889-896. (Pubitemid 351872594)
15. S. N. Kalitzin, D. N. Velis and F. H. da Silva, Stimulation-based anticipation and control of state transitions in the epileptic brain, Epilepsy Behav. 17(3) (2010) 310-323.
16. D. Cosandier-Rimele et al., Computational modeling of epileptic activity: From cortical sources to EEG signals, J. Clin. Neurophysiol. 27(6) (2010) 465-470.
17. J. L. Velazquez et al., Type III intermittency in human partial epilepsy, Eur. J. Neurosci. 11(7) (1999) 2571-2576. (Pubitemid 29292351)
18. O. C. Zalay and B. L. Bardakjian, Mapped clock oscillators as ring devices and their application to neuronal electrical rhythms, IEEE Trans. Neural Syst. Rehabil. Eng. 16(3) (2008) 233-244.
19. E. L. Ohayon et al., Emergent complex patterns in autonomous distributed systems: Mechanisms for attention recovery and relation to models of clinical epilepsy, in Conf. Proc. - IEEE Int. Conf. on Systems, Man and Cybernetics, The Hague, 2004.
20. S. Kalitzin, B. W. Van Dijk and H. Spekreijse, Self-organized dynamics in plastic neural networks: Bistability and coherence, Biol. Cybern. 83(2) (2000) 139-150.
21. P. Suffczynski, S. Kalitzin and F. H. L. Da Silva, Dynamics of non-convulsive epileptic phenomena modeled by a bistable neuronal network, Neuroscience 126(2) (2004) 467-484. (Pubitemid 38780823)
22. P. Suffczynski et al., Epileptic transitions: Model predictions and experimental validation, J. Clin. Neurophysiol. 22(5) (2005) 288-299. (Pubitemid 43186783)
23. P. Suffczynski et al., Dynamics of epileptic phenomena determined from statistics of ictal transitions, IEEE Trans. Biomed. Eng. 53(3) (2006) 524-532.
24. M. M. Koppert et al., Plasticity-modulated seizure dynamics for seizure termination in realistic neuronal models, J. Neural Eng. 8(4) (2011) 046027.
25. I. Osorio and M. G. Frei, Seizure abatement with single dc pulses: Is phase resetting at play? Int. J. Neural Syst. 19(3) (2009) 149-156.
26. S. Kalitzin et al., Computational model prospective on the observation of proictal states in epileptic neuronal systems, Epilepsy Behav. 22(1) (2011) S102-S109.
27. F. Wendling et al., Interpretation of interdependencies in epileptic signals using a macroscopic physiological model of the EEG, Clin. Neurophysiol. 112(7) (2001) 1201-1218. (Pubitemid 32539446)
28. F. Bartolomei et al., Neural networks underlying parietal lobe seizures: A quantified study from intracerebral recordings, Epilepsy Res. 93(2-3) (2011) 164-176.
29. R. D. Vincent, A. Courville and J. Pineau, A bistable computational model of recurring epileptiform activity as observed in rodent slice preparations, Neural Netw. 24(6) (2011) 526-537.
30. M. Stead et al., Microseizures and the spatiotemporal scales of human partial epilepsy, Brain 133(9) (2010) 2789-2797.
31. B. J. Gluckman et al., Adaptive electric field control of epileptic seizures, J. Neurosci. 21(2) (2001) 590-600.
32. C. P. Warren et al., Synchrony in normal and focal epileptic brain: The seizure onset zone is functionally disconnected, J. Neurophysiol. 104(6) (2010) 3530-3539.
33. N. Chakravarthy et al., Controlling synchronization in a neuron-level population model, Int. J. Neural Syst. 17(2) (2007) 123-138. (Pubitemid 46906236)