Citation Relationships

Legends: Link to a Model Reference cited by multiple papers


Grado LL, Johnson MD, Netoff TI (2018) Bayesian adaptive dual control of deep brain stimulation in a computational model of Parkinson's disease. PLoS Comput Biol 14:e1006606 [PubMed]

   Adaptive dual control of deep brain stimulation in Parkinsons disease simulations (Grado et al 2018)

References and models cited by this paper

References and models that cite this paper

Azodi-Avval R, Gharabaghi A (2015) Phase-dependent modulation as a novel approach for therapeutic brain stimulation. Front Comput Neurosci 9:26 [Journal] [PubMed]
Boraud T, Brown P, Goldberg JA, Graybiel AM, Magill PJ (2005) Oscillations in the basal ganglia: the good, the bad, and the unexpected The basal ganglia VIII, Bolam JP:Ingham CA:Magill PJ, ed. pp.3
Brochu E,Cora VM,de Freitas N (2010) A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning. arXiv
Brown P (2007) Abnormal oscillatory synchronisation in the motor system leads to impaired movement. Curr Opin Neurobiol 17:656-64 [Journal] [PubMed]
Cagnan H, Brittain JS, Little S, Foltynie T, Limousin P, Zrinzo L, Hariz M, Joint C, Fitzgerald J, Green AL, Aziz T, Brown P (2013) Phase dependent modulation of tremor amplitude in essential tremor through thalamic stimulation. Brain 136:3062-75 [Journal] [PubMed]
Cagnan H, Little S, Foltynie T, Limousin P, Zrinzo L, Hariz M, Cheeran B, Fitzgerald J, Green AL, Aziz T, Brown P (2014) The nature of tremor circuits in parkinsonian and essential tremor. Brain 137:3223-34 [Journal] [PubMed]
Connolly AT, Jensen AL, Bello EM, Netoff TI, Baker KB, Johnson MD, Vitek JL (2015) Modulations in oscillatory frequency and coupling in globus pallidus with increasing parkinsonian severity. J Neurosci 35:6231-40 [Journal] [PubMed]
Contarino MF, Bour LJ, Verhagen R, Lourens MA, de Bie RM, van den Munckhof P, Schuurman PR (2014) Directional steering: A novel approach to deep brain stimulation. Neurology 83:1163-9 [Journal] [PubMed]
Courtemanche R, Fujii N, Graybiel AM (2003) Synchronous, focally modulated beta-band oscillations characterize local field potential activity in the striatum of awake behaving monkeys. J Neurosci 23:11741-52 [PubMed]
de Hemptinne C, Ryapolova-Webb ES, Air EL, Garcia PA, Miller KJ, Ojemann JG, Ostrem JL, Galifianakis NB, Starr PA (2013) Exaggerated phase-amplitude coupling in the primary motor cortex in Parkinson disease. Proc Natl Acad Sci U S A 110:4780-5 [Journal] [PubMed]
de Hemptinne C, Swann NC, Ostrem JL, Ryapolova-Webb ES, San Luciano M, Galifianakis NB, Starr PA (2015) Therapeutic deep brain stimulation reduces cortical phase-amplitude coupling in Parkinson's disease. Nat Neurosci 18:779-86 [Journal] [PubMed]
de Solages C, Hill BC, Yu H, Henderson JM, Bronte-Stewart H (2011) Maximal subthalamic beta hypersynchrony of the local field potential in Parkinson's disease is located in the central region of the nucleus. J Neurol Neurosurg Psychiatry 82:1387-9 [Journal] [PubMed]
Deuschl G, Paschen S, Witt K (2013) Clinical outcome of deep brain stimulation for Parkinson's disease. Handb Clin Neurol 116:107-28 [Journal] [PubMed]
Ermentrout B (1996) Type I membranes, phase resetting curves, and synchrony. Neural Comput 8:979-1001 [PubMed]
Gmel GE, Hamilton TJ, Obradovic M, Gorman RB, Single PS, Chenery HJ, Coyne T, Silburn PA, Parker JL (2015) A new biomarker for subthalamic deep brain stimulation for patients with advanced Parkinson's disease--a pilot study. J Neural Eng 12:066013 [Journal] [PubMed]
Goldberg JA, Rokni U, Boraud T, Vaadia E, Bergman H (2004) Spike synchronization in the cortex/basal-ganglia networks of Parkinsonian primates reflects global dynamics of the local field potentials. J Neurosci 24:6003-10 [Journal] [PubMed]
Grado LL,Johnson MD,Netoff TI (2017) The Sliding Windowed Infinite Fourier Transform IEEE Signal Processing Magazine 34(5):183-188
Holt AB, Netoff TI (2014) Origins and suppression of oscillations in a computational model of Parkinson's disease. J Comput Neurosci 37:505-21 [Journal] [PubMed]
Holt AB, Wilson D, Shinn M, Moehlis J, Netoff TI (2016) Phasic Burst Stimulation: A Closed-Loop Approach to Tuning Deep Brain Stimulation Parameters for Parkinson's Disease. PLoS Comput Biol 12:e1005011 [Journal] [PubMed]
Jackson JC,Corey R,Loxtercamp G,Stanslaski S,Denison T,Member S (2015) Computationally efficient, configurable, causal, real—time phase detection applied to local field potential oscillations IEEE EMBS Conference on Neural Engineering :942-947
Jones DR (2001) A Taxonomy of Global Optimization Methods Based on Response Surfaces Journal of Global Optimization 21(4):345-383
Jones DR,Perttunen CD,Stuckman BE (1993) Lipschitzian optimization without the Lipschitz constant Journal of Optimization Theory and Applications 79(1):157-181
Jones DR,Schonlau M,Welch WJ (1998) Efficient Global Optimization of Expensive Black-Box Functions Journal of Global Optimization 13:455-492
Kirsch I (2011) Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. Preface. Philos Trans R Soc Lond B Biol Sci 366:1781-2 [Journal] [PubMed]
Kühn AA, Kempf F, Brücke C, Gaynor Doyle L, Martinez-Torres I, Pogosyan A, Trottenberg T, Kupsch A, Schneider GH, Hariz MI, Vandenberghe W, Nuttin B, Brown P (2008) High-frequency stimulation of the subthalamic nucleus suppresses oscillatory beta activity in patients with Parkinson's disease in parallel with improvement in motor performance. J Neurosci 28:6165-73 [Journal] [PubMed]
Kühn AA, Kupsch A, Schneider GH, Brown P (2006) Reduction in subthalamic 8-35 Hz oscillatory activity correlates with clinical improvement in Parkinson's disease. Eur J Neurosci 23:1956-60 [Journal] [PubMed]
Kühn AA, Trottenberg T, Kivi A, Kupsch A, Schneider GH, Brown P (2005) The relationship between local field potential and neuronal discharge in the subthalamic nucleus of patients with Parkinson's disease. Exp Neurol 194:212-20 [Journal] [PubMed]
Kühn AA, Tsui A, Aziz T, Ray N, Brücke C, Kupsch A, Schneider GH, Brown P (2009) Pathological synchronisation in the subthalamic nucleus of patients with Parkinson's disease relates to both bradykinesia and rigidity. Exp Neurol 215:380-7 [Journal] [PubMed]
Kühn AA, Williams D, Kupsch A, Limousin P, Hariz M, Schneider GH, Yarrow K, Brown P (2004) Event-related beta desynchronization in human subthalamic nucleus correlates with motor performance. Brain 127:735-46 [Journal] [PubMed]
Kushner HJ (1964) A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise Journal of Basic Engineering 86(1):97
Leblois A, Meissner W, Bioulac B, Gross CE, Hansel D, Boraud T (2007) Late emergence of synchronized oscillatory activity in the pallidum during progressive Parkinsonism. Eur J Neurosci 26:1701-13 [Journal] [PubMed]
Leventhal DK, Gage GJ, Schmidt R, Pettibone JR, Case AC, Berke JD (2012) Basal ganglia beta oscillations accompany cue utilization. Neuron 73:523-36 [Journal] [PubMed]
Little S, Beudel M, Zrinzo L, Foltynie T, Limousin P, Hariz M, Neal S, Cheeran B, Cagnan H, Gratwicke J, Aziz TZ, Pogosyan A, Brown P (2016) Bilateral adaptive deep brain stimulation is effective in Parkinson's disease. J Neurol Neurosurg Psychiatry 87:717-21 [Journal] [PubMed]
Locatelli M (1997) Bayesian algorithms for one-dimensional global optimization J Global Optim. 10(1):57-76
Magill PJ, Sharott A, Bolam JP, Brown P (2004) Brain state-dependency of coherent oscillatory activity in the cerebral cortex and basal ganglia of the rat. J Neurophysiol 92:2122-36 [Journal] [PubMed]
Malekmohammadi M, Herron J, Velisar A, Blumenfeld Z, Trager MH, Chizeck HJ, Brontë-Stewart H (2016) Kinematic Adaptive Deep Brain Stimulation for Resting Tremor in Parkinson's Disease. Mov Disord 31:426-8 [Journal] [PubMed]
Martinez-Cantin R,De Freitas N,Brochu E,Castellanos J,Doucet A (2009) A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot Autonomous Robots 27(2):93-103
Meidahl AC, Tinkhauser G, Herz DM, Cagnan H, Debarros J, Brown P (2017) Adaptive Deep Brain Stimulation for Movement Disorders: The Long Road to Clinical Therapy. Mov Disord 32:810-819 [Journal] [PubMed]
Mockus J (1994) Application of Bayesian approach to numerical methods of global and stochastic optimization Journal of Global Optimization 4(4):347-365
Mockus J,Tiesis V,Zilinskas A (1978) The application of Bayesian methods for seeking the extremum Towards Global Optimisation 2:117-129
Nelder JA, Mead J (1965) A simplex algorithm for function minimization Computer J 7:308-313
Okun MS, Foote KD (2010) Parkinson’s disease DBS: what, when, who and why? The time has come to tailor DBS targets. Expert Rev Neurother 10:1847-57 [PubMed]
Pollo C, Kaelin-Lang A, Oertel MF, Stieglitz L, Taub E, Fuhr P, Lozano AM, Raabe A, Schüpbach M (2014) Directional deep brain stimulation: an intraoperative double-blind pilot study. Brain 137:2015-26 [Journal] [PubMed]
Rasmussen CE,Williams CKI () Gaussian processes for machine learning. 2. MIT Press [Journal]
Ray NJ, Jenkinson N, Wang S, Holland P, Brittain JS, Joint C, Stein JF, Aziz T (2008) Local field potential beta activity in the subthalamic nucleus of patients with Parkinson's disease is associated with improvements in bradykinesia after dopamine and deep brain stimulation. Exp Neurol 213:108-13 [Journal] [PubMed]
Rosa M, Arlotti M, Ardolino G, Cogiamanian F, Marceglia S, Di Fonzo A, Cortese F, Rampini PM, Priori A (2015) Adaptive deep brain stimulation in a freely moving Parkinsonian patient. Mov Disord 30:1003-5 [Journal] [PubMed]
Rosa M, Arlotti M, Marceglia S, Cogiamanian F, Ardolino G, Fonzo AD, Lopiano L, Scelzo E, Merola A, Locatelli M, Rampini PM, Priori A (2017) Adaptive deep brain stimulation controls levodopa-induced side effects in Parkinsonian patients. Mov Disord 32:628-629 [Journal] [PubMed]
Rosenblum M, Pikovsky A (2004) Delayed feedback control of collective synchrony: an approach to suppression of pathological brain rhythms. Phys Rev E Stat Nonlin Soft Matter Phys 70:041904 [Journal] [PubMed]
Rosenblum MG, Pikovsky AS (2004) Controlling synchronization in an ensemble of globally coupled oscillators. Phys Rev Lett 92:114102 [Journal] [PubMed]
Ryapolova-Webb E, Afshar P, Stanslaski S, Denison T, de Hemptinne C, Bankiewicz K, Starr PA (2014) Chronic cortical and electromyographic recordings from a fully implantable device: preclinical experience in a nonhuman primate. J Neural Eng 11:016009 [Journal] [PubMed]
Santaniello S, Fiengo G, Glielmo L, Grill WM (2011) Closed-loop control of deep brain stimulation: a simulation study. IEEE Trans Neural Syst Rehabil Eng 19:15-24 [Journal] [PubMed]
Sasena MJ (2002) Flexibility and Efficiency Enhancements for Constrained Global Design Optimization with Kriging Approximations. University of Michigan
Snoek J,Rippel O,Swersky K,Kiros R,Satish N,Sundaram N,et al (2015) Scalable Bayesian Optimization Using Deep Neural Networks. arXiv.
Springenberg JT,Klein A,Falkner S,Hutter F (2016) Bayesian Optimization with Robust Bayesian Neural Networks Nips :4134-4142
Srinivas N,Krause A,Kakade SM,Seeger M (2009) Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design. arXiv
Streltsov S,Vakili P (1999) A Non-myopic Utility Function for Statistical Global Optimization Algorithms Journal of Global Optimization 14(3):283-298
Sutton RS,Barto AG (2012) Reinforcement Learning: An Introduction. 2nd ed.
van Albada SJ, Gray RT, Drysdale PM, Robinson PA (2009) Mean-field modeling of the basal ganglia-thalamocortical system. II Dynamics of parkinsonian oscillations. J Theor Biol 257:664-88 [Journal] [PubMed]
van Albada SJ, Robinson PA (2009) Mean-field modeling of the basal ganglia-thalamocortical system. I Firing rates in healthy and parkinsonian states. J Theor Biol 257:642-63 [Journal] [PubMed]
Volkmann J, Herzog J, Kopper F, Deuschl G (2002) Introduction to the programming of deep brain stimulators. Mov Disord 17 Suppl 3:S181-7 [PubMed]
Wittenmark B (2004) Adaptive Dual Control. Control Systems Robotics and Automation Encyclopedia of Life Support Systems EOLSS Developed under the auspices of the UNESCO 33:1-11
Zaidel A, Spivak A, Grieb B, Bergman H, Israel Z (2010) Subthalamic span of beta oscillations predicts deep brain stimulation efficacy for patients with Parkinson's disease. Brain 133:2007-21 [Journal] [PubMed]
(64 refs)