Dr Tjeerd Boonstra

ARC Future Fellow

I am interested in the large-scale organization of the human nervous system. Using network analysis I try to combine experimental recordings with computational modelling and identify key principles that coordinate distributed activity in the brain and spinal cord. In the electrophysiology lab at the Black Dog Institute we nvestigate the effect of brain stimulation on brain functioning using EEG.

For more information see: https://sites.google.com/view/tjeerd-boonstra

Phone

02 9399 1884

E-mail

t.boonstra@unsw.edu.au

Location

Neuroscience Research Australia Margarete Ainsworth Building, Level 2 Barker Street Randwick NSW 2031

Journal articles | 2023

Jie LJ; Kal E; Ellmers TJ; Rosier J; Meijer K; Boonstra TW, 2023, 'The Effects of Conscious Movement Processing on the Neuromuscular Control of Posture', Neuroscience, 509, pp. 63 - 73, http://dx.doi.org/10.1016/j.neuroscience.2022.11.010

Journal articles | 2023

Nikolin S; Martin D; Loo CK; Boonstra TW, 2023, 'Transcranial Direct Current Stimulation Modulates Working Memory Maintenance Processes in Healthy Individuals', Journal of Cognitive Neuroscience, 35, pp. 468 - 484, http://dx.doi.org/10.1162/jocn_a_01957

Journal articles | 2023

Smith S; Bergmann TO; Forstmann B; Dagher A; Keilholz S; Kennedy K; Kotz SA; Lustig C; Pike B; Tittgemeyer M; Woolrich M; Yeo BTT; Alexander A; Bijsterbosch J; Boonstra T; Chakravarty M; Chambers C; Chang C; Christian B; Dalal SS; Ding N; Duarte A; Fan AP; Gramfort A; Hartwigsen G; Jabbi M; Kochunov P; Krämer U; Lindquist M; Mangin J-F; Murphy K; Polimeni J; Robinson E; Rosenberg M; Sadaghiani S; Seghier M; Shih Y-YI; Thielscher A; Uddin LQ; Van De Ville D; Vanduffel W; Yan C-G; Yendiki A, 2023, 'Imaging Neuroscience opening editorial', Imaging Neuroscience, 1, pp. 1 - 4, http://dx.doi.org/10.1162/imag_e_00007

Journal articles | 2023

Yaserifar M; Fallah Mohammadi Z; Hosseininejad SE; Paeen Afrakoti IE; Meijer K; Boonstra TW, 2023, 'Coordination variability reduced for soccer players compared to non-athletes during the stance phase of gait', Journal of Sports Medicine and Physical Fitness, 63, pp. 630 - 638, http://dx.doi.org/10.23736/S0022-4707.22.13964-2

Journal articles | 2022

Braund TA; Zin MT; Boonstra TW; Wong QJJ; Larsen ME; Christensen H; Tillman G; O'Dea B, 2022, 'Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study', JMIR Mental Health, 9, http://dx.doi.org/10.2196/35549

Journal articles | 2022

Moffa AH; Boonstra TW; Wang A; Martin D; Loo C; Nikolin S, 2022, 'Neuromodulatory effects of theta burst stimulation to the prefrontal cortex', Scientific Data, 9, pp. 717, http://dx.doi.org/10.1038/s41597-022-01820-6

Journal articles | 2022

Moffa AH; Nikolin S; Martin D; Loo C; Boonstra TW, 2022, 'Reliability of transcranial magnetic stimulation evoked potentials to detect the effects of theta-burst stimulation of the prefrontal cortex', Neuroimage: Reports, 2, pp. 100115, http://dx.doi.org/10.1016/j.ynirp.2022.100115

Journal articles | 2022

Nikolin S; Chand N; Martin D; Rushby J; Loo CK; Boonstra TW, 2022, 'Lack of Evidence for a Reduced Late Positive Potential in Major Depressive Disorder', N, pp. 2020.04.29.20085571, http://dx.doi.org/10.1101/2020.04.29.20085571

Journal articles | 2022

Nikolin S; Chand N; Martin D; Rushby J; Loo CK; Boonstra TW, 2022, 'Little evidence for a reduced late positive potential to unpleasant stimuli in major depressive disorder', Neuroimage: Reports, 2, pp. 100077, http://dx.doi.org/10.1016/j.ynirp.2022.100077

Journal articles | 2021

Nikolin S; Tan YY; Martin D; Moffa A; Loo CK; Boonstra TW, 2021, 'Behavioural and neurophysiological differences in working memory function of depressed patients and healthy controls', Journal of Affective Disorders, 295, pp. 559 - 568, http://dx.doi.org/10.1016/j.jad.2021.08.083

Journal articles | 2021

O'Dea B; Boonstra TW; Larsen ME; Nguyen T; Venkatesh S; Christensen H, 2021, 'The relationship between linguistic expression in blog content and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study', PLoS ONE, 16, http://dx.doi.org/10.1371/journal.pone.0251787

Journal articles | 2021

O'Dea B; Boonstra TW; Larsen ME; Nguyen T; Venkatesh S; Christensen H, 2021, 'The relationship between linguistic expression in blog content and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study.', PLoS One, 16, pp. e0251787, http://dx.doi.org/10.1371/journal.pone.0251787

Journal articles | 2021

Yaserifar M; Fallah Mohammadi Z; Esmaiel Hosseininejad S; Paeen Afrakoti IE; Meijer K; Boonstra T, 2021, 'The effects of long-term exercise training on the neural control of walking', , http://dx.doi.org/10.1101/2021.01.21.427603

Journal articles | 2020

Kerkman JN; Bekius A; Boonstra TW; Daffertshofer A; Dominici N, 2020, 'Muscle Synergies and Coherence Networks Reflect Different Modes of Coordination During Walking', Frontiers in Physiology, 11, http://dx.doi.org/10.3389/fphys.2020.00751

Journal articles | 2020

Nikolin S; Martin D; Loo CK; Iacoviello BM; Boonstra TW, 2020, 'Assessing neurophysiological changes associated with combined transcranial direct current stimulation and cognitive-emotional training for treatment-resistant depression', European Journal of Neuroscience, 51, pp. 2119 - 2133, http://dx.doi.org/10.1111/ejn.14656

Journal articles | 2020

Nikolin S; Tan YY; Martin D; Moffa A; Loo C; Boonstra T, 2020, 'Behavioural and neurophysiological differences in working memory function of depressed patients and healthy controls', , http://dx.doi.org/10.31234/osf.io/h8dmr

Journal articles | 2020

Roeder L; Boonstra TW; Kerr GK, 2020, 'Corticomuscular control of walking in older people and people with Parkinson’s disease', Scientific Reports, 10, pp. 2980, http://dx.doi.org/10.1038/s41598-020-59810-w

Journal articles | 2019

Boonstra TW; Faes L; Kerkman JN; Marinazzo D, 2019, 'Information decomposition of multichannel EMG to map functional interactions in the distributed motor system', NeuroImage, 202, pp. 116093, http://dx.doi.org/10.1016/j.neuroimage.2019.116093

Journal articles | 2019

Nikolin S; Martin D; Loo CK; Iacoviello BM; Boonstra TW, 2019, 'Assessing neurophysiological changes associated with combined transcranial direct current stimulation and cognitive emotional training for treatment-resistant depression', European Journal of Neuroscience, pp. 688317 - 688317, http://dx.doi.org/10.1111/ejn.14656

Journal articles | 2019

Roeder L; Boonstra T; Kerr G, 2019, 'Corticomuscular control of walking in older people and people with Parkinson’s disease', , http://dx.doi.org/10.1101/628016

Journal articles | 2019

Shah Z; Martin P; Coiera E; Mandl KD; Dunn AG, 2019, 'Modeling Spatiotemporal Factors Associated With Sentiment on Twitter: Synthesis and Suggestions for Improving the Identification of Localized Deviations.', J Med Internet Res, 21, pp. e12881, http://dx.doi.org/10.2196/12881

Journal articles | 2019

Vidaurre C; Nolte G; de Vries IEJ; Gómez M; Boonstra TW; Müller KR; Villringer A; Nikulin VV, 2019, 'Canonical maximization of coherence: A novel tool for investigation of neuronal interactions between two datasets', NeuroImage, 201, http://dx.doi.org/10.1016/j.neuroimage.2019.116009

Journal articles | 2018

Boonstra T; Nicholas J; Wong QJJ; Shaw F; Townsend S; Christensen H, 2018, 'Using Mobile Phone Sensor Technology for Mental Health Research: Integrated Analysis to Identify Hidden Challenges and Potential Solutions', Journal of Medical Internet Research, 20, pp. e10131 - e10131, http://dx.doi.org/10.2196/10131

Journal articles | 2018

Kerkman JN; Daffertshofer A; Gollo LL; Breakspear M; Boonstra TW, 2018, 'Network structure of the human musculoskeletal system shapes neural interactions on multiple time scales', Science Advances, 4, pp. 181818, http://dx.doi.org/10.1126/sciadv.aat0497

Journal articles | 2018

Nikolin S; Martin D; Loo CK; Boonstra TW, 2018, 'Effects of TDCS dosage on working memory in healthy participants', Brain Stimulation, 11, pp. 518 - 527, http://dx.doi.org/10.1016/j.brs.2018.01.003

Journal articles | 2018

Roeder L; Boonstra TW; Smith SS; Kerr GK, 2018, 'Dynamics of corticospinal motor control during overground and treadmill walking in humans', Journal of Neurophysiology, 120, pp. 1017 - 1031, http://dx.doi.org/10.1152/jn.00613.2017

Journal articles | 2017

Al-Kaysi AM; Al-Ani A; Loo CK; Powell TY; Martin DM; Breakspear M; Boonstra TW, 2017, 'Predicting tDCS treatment outcomes of patients with major depressive disorder using automated EEG classification', Journal of Affective Disorders, 208, pp. 597 - 603, http://dx.doi.org/10.1016/j.jad.2016.10.021

Journal articles | 2017

Boonstra TW; Larsen ME; Townsend S; Christensen H, 2017, 'Validation of a smartphone app to map social networks of proximity', PLoS ONE, 12, pp. e0189877, http://dx.doi.org/10.1371/journal.pone.0189877

Journal articles | 2017

Boonstra TW, 2017, 'Cortical adaptations during muscle fatigue: the role of sensorimotor oscillations', Acta Physiologica, 220, pp. 307 - 309, http://dx.doi.org/10.1111/apha.12879

Journal articles | 2017

Nikolin S; Boonstra T; Martin D; Loo C, 2017, 'P250 Transcranial direct current stimulation of the prefrontal cortex disrupts learning in a working memory task', Clinical Neurophysiology, 128, pp. e135 - e135, http://dx.doi.org/10.1016/j.clinph.2016.10.364

Journal articles | 2017

Nikolin S; Boonstra TW; Loo CK; Martin D, 2017, 'Combined effect of prefrontal transcranial direct current stimulation and a working memory task on heart rate variability', PLoS ONE, 12, pp. e0181833, http://dx.doi.org/10.1371/journal.pone.0181833

Journal articles | 2017

Nikolin S; Boonstra TW; Loo CK; Martin D, 2017, 'Prefrontal cortex transcranial direct current stimulation increases parasympathetic nerve activity', Brain Stimulation, 10, pp. 432 - 432, http://dx.doi.org/10.1016/j.brs.2017.01.286

Journal articles | 2017

Roeder L; Boonstra TW; Smith SS; Kerr GK, 2017, 'Dynamics of corticospinal motor control during overground and treadmill walking in humans', , pp. 177915, http://dx.doi.org/10.1101/177915

Journal articles | 2017

Xie HB; Sivakumar B; Boonstra TW; Mengersen K, 2017, 'Fuzzy Entropy and Its Application for Enhanced Subspace Filtering', IEEE Transactions on Fuzzy Systems, 26, pp. 1970 - 1982, http://dx.doi.org/10.1109/TFUZZ.2017.2756829

Journal articles | 2016

Boonstra TW; Farmer SF; Breakspear M, 2016, 'Using computational neuroscience to define common input to spinal motor neurons', Frontiers in Human Neuroscience, 10, pp. 313, http://dx.doi.org/10.3389/fnhum.2016.00313

Journal articles | 2016

Boonstra TW; Nikolin S; Meisener AC; Martin DM; Loo CK, 2016, 'Change in mean frequency of resting-state electroencephalography after transcranial direct current stimulation', Frontiers in Human Neuroscience, 10, http://dx.doi.org/10.3389/fnhum.2016.00270

Journal articles | 2016

Mehrkanoon S; Boonstra TW; Breakspear M; Hinder M; Summers JJ, 2016, 'Upregulation of cortico-cerebellar functional connectivity after motor learning', NeuroImage, 128, pp. 252 - 263, http://dx.doi.org/10.1016/j.neuroimage.2015.12.052

Journal articles | 2016

de Vries IEJ; Daffertshofer A; Stegeman DF; Boonstra TW, 2016, 'Functional connectivity in the neuromuscular system underlying bimanual coordination', Journal of Neurophysiology, 116, pp. 2576 - 2585, http://dx.doi.org/10.1152/jn.00460.2016

Journal articles | 2015

Al-kaysi AM; Al-Ani A; Boonstra TW, 2015, 'A Multichannel Deep Belief Network for the Classification of EEG Data', Neural Information Processing, 9492, pp. 38 - 45, http://dx.doi.org/10.1007/978-3-319-26561-2_5

Journal articles | 2015

Boonstra TW; Danna-Dos-Santos A; Xie HB; Roerdink M; Stins JF; Breakspear M, 2015, 'Muscle networks: Connectivity analysis of EMG activity during postural control', Scientific Reports, 5, http://dx.doi.org/10.1038/srep17830

Journal articles | 2015

Boonstra TW; Larsen ME; Christensen H, 2015, 'Mapping dynamic social networks in real life using participants' own smartphones', Heliyon, 1, pp. e00037, http://dx.doi.org/10.1016/j.heliyon.2015.e00037

Journal articles | 2015

Danna-Dos-Santos A; Degani AM; Boonstra TW; Mochizuki L; Harney AM; Schmeckpeper MM; Tabor LC; Leonard CT, 2015, 'The influence of visual information on multi-muscle control during quiet stance: a spectral analysis approach', Experimental Brain Research, 233, pp. 657 - 669, http://dx.doi.org/10.1007/s00221-014-4145-0

Journal articles | 2015

Heitmann S; Boonstra T; Gong P; Breakspear M; Ermentrout B, 2015, 'The rhythms of steady posture: Motor commands as spatially organized oscillation patterns', Neurocomputing, 170, pp. 3 - 14, http://dx.doi.org/10.1016/j.neucom.2015.01.088

Journal articles | 2015

Larsen M; Boonstra T; Batterham P; O'Dea B; Paris C; Christensen H, 2015, 'We Feel: Mapping emotion on Twitter', IEEE Journal of Biomedical and Health Informatics, 19, pp. 1246 - 1252, http://dx.doi.org/10.1109/JBHI.2015.2403839

Journal articles | 2015

Roberts JA; Boonstra TW; Breakspear M, 2015, 'The heavy tail of the human brain', Current Opinion in Neurobiology, 31, pp. 164 - 172, http://dx.doi.org/10.1016/j.conb.2014.10.014

Journal articles | 2015

Townsend S; Larsen ME; Boonstra TW; Christensen H, 2015, 'Using Bluetooth Low Energy in smartphones to map social networks', arXiv preprint arXiv:1508.03938

Journal articles | 2014

Danna-Dos-Santos A; Boonstra TW; Degani AM; Cardoso VS; Magalhaes AT; Mochizuki L; Leonard CT, 2014, 'Multi-muscle control during bipedal stance: An EMG-EMG analysis approach', Experimental Brain Research, 232, pp. 75 - 87, http://dx.doi.org/10.1007/s00221-013-3721-z

Journal articles | 2014

Mehrkanoon S; Breakspear M; Boonstra TW, 2014, 'Low-dimensional dynamics of resting-state cortical activity', Brain Topography, 27, pp. 338 - 352, http://dx.doi.org/10.1007/s10548-013-0319-5

Journal articles | 2014

Mehrkanoon S; Breakspear M; Boonstra TW, 2014, 'The reorganization of corticomuscular coherence during a transition between sensorimotor states', Neuroimage, 100, pp. 692 - 702, http://dx.doi.org/10.1016/j.neuroimage.2014.06.050

Journal articles | 2014

Mehrkanoon S; Breakspear M; Britz J; Boonstra TW, 2014, 'Intrinsic Coupling Modes in Source-Reconstructed Electroencephalography', Brain Connectivity, 4, pp. 812 - 825, http://dx.doi.org/10.1089/brain.2014.0280

Journal articles | 2014

Powell TY; Boonstra TW; Martin DM; Loo CL; Breakspear M, 2014, 'Modulation of cortical activity by transcranial direct current stimulation in patients with affective disorder', PLoS One, 9, pp. e98503, http://dx.doi.org/10.1371/journal.pone.0098503

Journal articles | 2014

Van de Steeg C; Daffertshofer A; Stegeman DF; Boonstra TW, 2014, 'High-density surface electromyography improves the identification of oscillatory synaptic inputs to motor neurons.', Journal of Applied Physiology, 116, pp. 1263 - 1271, http://dx.doi.org/10.1152/japplphysiol.01092.2013

Journal articles | 2013

Boonstra TW; He BJ; Daffertshofer A, 2013, 'Scale-free dynamics and critical phenomena in cortical activity', Frontiers in Physiology, 4 APR, pp. 79, http://dx.doi.org/10.3389/fphys.2013.00079

Journal articles | 2013

Boonstra TW; Powell TY; Mehrkanoon S; Breakspear M, 2013, 'Effects of mnemonic load on cortical activity during visual working memory: Linking ongoing brain activity with evoked responses', International Journal of Psychophysiology, 89, pp. 409 - 418, http://dx.doi.org/10.1016/j.ijpsycho.2013.04.001

Journal articles | 2013

Boonstra TW, 2013, 'The potential of corticomuscular and intermuscular coherence for research on human motor control', Frontiers in Human Neuroscience, 7, pp. 1 - 2, http://dx.doi.org/10.3389/fnhum.2013.00855

Journal articles | 2013

Boonstra TW, 2013, 'The potential of corticomuscular and intermuscular coherence for research on human motor control', Frontiers in Neuroscience, 7, http://dx.doi.org/10.3389/fnhum.2013.00855

Journal articles | 2013

Heitmann S; Boonstra T; Breakspear M, 2013, 'A Dendritic Mechanism for Decoding Traveling Waves: Principles and Applications to Motor Cortex', PLoS Computational Biology, 9, pp. e1003260, http://dx.doi.org/10.1371/journal.pcbi.1003260

Journal articles | 2013

Mehrkanoon S; Breakspear M; Daffertshofer A; Boonstra TW, 2013, 'Non-identical smoothing operators for estimating time-frequency interdependence in electrophysiological recordings', Eurasip Journal on Advances in Signal Processing, 2013, pp. 73, http://dx.doi.org/10.1186/1687-6180-2013-73

Journal articles | 2012

Aburn MJ; Holmes CA; Roberts JA; Boonstra TW; Breakspear MJ, 2012, 'Critical fluctuations in cortical models near instability', Frontiers in Physiology, 3, pp. Article numberArticle 331, http://dx.doi.org/10.3389/fphys.2012.00331

Journal articles | 2012

Birznieks I; Boonstra TW; Macefield VG, 2012, 'Modulation of human muscle spindle discharge by arterial pulsations - functional effects and consequences', PLoS One, 7, pp. Article number e35091, http://dx.doi.org/10.1371/journal.pone.0035091

Journal articles | 2012

Boonstra TW; Breakspear MJ, 2012, 'Neural mechanisms of intermuscular coherence: Implications for the rectification of surface electromyography', Journal of Neurophysiology, 107, pp. 796 - 807, http://dx.doi.org/10.1152/jn.00066.2011

Journal articles | 2011

Langdon AJ; Boonstra TW; Breakspear MJ, 2011, 'Multi-frequency phase locking in human somatosensory cortex', Progress in Biophysics and Molecular Biology, 105, pp. 58 - 66, http://dx.doi.org/10.1016/j.pbiomolbio.2010.09.015

Journal articles | 2010

Boonstra TW, 2010, 'The nature of periodic input to the muscles', Journal of Neurophysiology, 103, pp. 576 - 576, http://jn.physiology.org/cgi/reprint/104/1/576

Journal articles | 2010

Boonstra TW, 2010, 'The nature of periodic input to the muscles', Journal of Neurophysiology, 104, pp. 576, http://dx.doi.org/10.1152/jn.00258.2010

Journal articles | 2009

Boonstra TW; Daffertshofer A; Roerdink M; Flipse I; Groenewoud K; Beek PJ, 2009, 'Bilateral motor unit synchronization of leg muscles during a simple dynamic balance task', European Journal of Neuroscience, 29, pp. 613 - 622, http://dx.doi.org/10.1111/j.1460-9568.2008.06584.x

Journal articles | 2009

Boonstra TW; Houweling S; Muskuslus M, 2009, 'Does asynchronous neuronal activity average out on a macroscopic scale?', Journal of Neuroscience, 29, pp. 8871 - 8874, http://dx.doi.org/10.1523

Journal articles | 2009

Boonstra TW; van Wijk B; Praamstra P; Daffertshofer A, 2009, 'Corticomuscular and bilateral EMG coherence reflect distinct aspects of neural synchronization', Neuroscience Letters, 463, pp. 17 - 21

Journal articles | 2008

Boonstra TW; Daffertshofer A; van Ditshuizen JC; van den Heuvel MRC; Hofman C; Willigenburg NW; Beek PJ, 2008, 'Fatigue-related changes in motor-unit synchronization of quadriceps muscles within and across legs', Journal of Electromyography and Kinesiology, 18, pp. 717 - 731, http://dx.doi.org/10.1016/j.jelekin.2007.03.005

Journal articles | 2008

Boonstra TW; Roerdink M; Daffertshofer A; van Vugt B; van Werven G; Beek PJ, 2008, 'Low-alcohol doses reduce common 10-to 15-Hz input to bilateral leg muscles during quiet standing', Journal of Neurophysiology, 100, pp. 2158 - 2164

Journal articles | 2007

Boonstra TW; Daffertshofer A; Breakspear MJ; Beek PJ, 2007, 'Multivariate time- frequency analysis of electromagnetic brain activity during bimanual motor learning', Neuroimage, 36, pp. 370 - 377

Journal articles | 2007

Boonstra TW; Daffertshofer A; Van As E; Van Der Vlugt S; Beek PJ, 2007, 'Bilateral motor unit synchronization is functionally organized', Experimental Brain Research, 178, pp. 79 - 88, http://dx.doi.org/10.1007/s00221-006-0713-2

Journal articles | 2007

Boonstra TW; Stins JF; Daffertshofer A; Beek PJ, 2007, 'Effects of sleep deprivation on neural functioning: An integrative review', Cellular and Molecular Life Sciences, 64, pp. 934 - 946, http://dx.doi.org/10.1007/s00018-007-6457-8

Journal articles | 2007

Daffertshofer A; Boonstra TW; Beek PJ, 2007, 'Cortical beta synchronization is related to low-order motor parameters', International Congress Series, 1300, pp. 329 - 332, http://dx.doi.org/10.1016/j.ics.2007.01.037

Journal articles | 2006

Boonstra TW; Daffertshofer A; Peper CE; Beek PJ, 2006, 'Amplitude and phase dynamics associated with acoustically paced finger tapping', Brain Research, 1109, pp. 60 - 69, http://dx.doi.org/10.1016/j.brainres.2006.06.039

Journal articles | 2005

Boonstra TW; Clairbois HE; Daffertshofer A; Verbunt J; Van Dijk BW; Beek PJ, 2005, 'MEG-compatible force sensor', Journal of Neuroscience Methods, 144, pp. 193 - 196, http://dx.doi.org/10.1016/j.jneumeth.2004.11.004

Journal articles | 2005

Boonstra TW; Clairbois HE; Daffertshofer A; Verbunt J; van Dijk BW; Beek PJ, 2005, 'MEG-compatible force sensor', JOURNAL OF NEUROSCIENCE METHODS, 144, pp. 193 - 196, http://dx.doi.org/10.1016/j.jneumeth.2004.11.004

Journal articles | 2005

Boonstra TW; Daffertshofer A; Beek PJ, 2005, 'Effects of sleep deprivation on event-related fields and alpha activity during rhythmic force production', Neuroscience Letters, 388, pp. 27 - 32, http://dx.doi.org/10.1016/j.neulet.2005.06.045
Working Papers | 2021

Moffa A; Nikolin S; Martin D; Loo C; Boonstra T, 2021, Assessing neuromodulation effects of theta burst stimulation to the prefrontal cortex using TMS-evoked potentials, http://dx.doi.org10.1101/2021.06.21.449219

Working Papers | 2017

Nikolin S; Martin D; Loo CK; Boonstra TW, 2017, Effects of tDCS Dosage on Working Memory in Healthy Participants, http://dx.doi.org10.1101/192419

Working Papers | 2016

de Vries IEJ; Daffertshofer A; Stegeman DF; Boonstra TW, 2016, Functional connectivity in neuromuscular system underlying bimanual muscle synergies, http://dx.doi.org10.1101/056671
Preprints | 2023

Roeder L; Breakspear M; Kerr GK; Boonstra TW, 2023, Dynamics of brain-muscle networks reveal effects of age and somatosensory function on gait, http://dx.doi.org/10.1101/2023.02.02.526912

Preprints | 2022

Jie L-J; Kal E; Ellmers T; Rosier J; Meijer K; Meijer K; Boonstra T, 2022, The effects of conscious movement processing on the neuromuscular control of posture, http://dx.doi.org/10.1101/2022.06.21.496936

Preprints | 2022

Nikolin S; Martin D; Loo C; Boonstra T, 2022, TDCS MODULATES WORKING MEMORY MAINTENANCE PROCESSES IN HEALTHY INDIVIDUALS, http://dx.doi.org/10.1101/2022.11.23.517774

Preprints | 2021

Braund TA; Zin MT; Boonstra TW; Wong QJJ; Larsen ME; Christensen H; Tillman G; O’Dea B, 2021, Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study (Preprint), http://dx.doi.org/10.2196/preprints.35549

Preprints | 2021

Moffa A; Nikolin S; Martin D; Loo C; Boonstra T, 2021, Reliability of transcranial magnetic stimulation evoked potentials to detect the effects of theta-burst stimulation of the prefrontal cortex, http://dx.doi.org/10.1101/2021.12.11.472198

Preprints | 2021

Yaserifar M; Mohammadi ZF; Hosseininejad SE; Afrakoti IEP; Meijer K; Boonstra T, 2021, The coordination of hip, knee and ankle joint angles during gait in soccer players and controls, http://dx.doi.org/10.1101/2021.09.24.461658

Conference Abstracts | 2019

Nikolin S; Martin D; Loo C; Boonstra T, 2019, 'Dosage effects of tDCS on working memory and neurophysiological outcomes', in Brain Stimulation, Elsevier BV, Vol. 12, pp. 482 - 483, http://dx.doi.org/10.1016/j.brs.2018.12.575

Conference Papers | 2018

Al-Kaysi AM; Al-Ani A; Galvez V; Colleen Loo K; Ling S; Tjeerd Boonstra W; Boonstra T; Loo C, 2018, 'Estimating the Quality of Electroconvulsive Therapy Induced Seizures Using Decision Tree and Fuzzy Inference System Classifiers', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 3677 - 3680, presented at 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 18 July 2018 - 21 July 2018, http://dx.doi.org/10.1109/EMBC.2018.8513334

Preprints | 2018

Boonstra TW; Nicholas J; Wong QJ; Shaw F; Townsend S; Christensen H, 2018, Using mobile phone sensor technology for mental health research: Integrated analysis to identify hidden challenges and potential solutions, http://dx.doi.org/10.48550/arxiv.1805.09158

Preprints | 2018

ODea B; Boonstra TW; Larsen ME; Nguyen T; Venkatesh S; Christensen H, 2018, The relationship between linguistic expression and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study of blog content, http://dx.doi.org/10.48550/arxiv.1811.02750

Conference Papers | 2017

Boonstra T; Werner-Seidler A; O'Dea B; Larsen M; Christensen HM, 2017, 'Smartphone app to investigate the relationship between social connectivity and mental health', in Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE, IEEE, Seogwipo, South Korea, pp. 287 - 290, presented at 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Seogwipo, South Korea, 11 July 2017 - 15 July 2017, http://dx.doi.org/10.1109/EMBC.2017.8036818

Preprints | 2017

Boonstra TW; Larsen ME; Townsend S; Christensen H, 2017, Validation of a smartphone app to map social networks of proximity, , http://dx.doi.org/10.48550/arxiv.1706.08777

Preprints | 2017

Boonstra TW; Werner-Seidler A; O'Dea B; Larsen ME; Christensen H, 2017, Smartphone app to investigate the relationship between social connectivity and mental health, http://dx.doi.org/10.48550/arxiv.1702.02644

Conference Papers | 2017

Kerkman JN; Daffertshofer A; Gollo LL; Breakspear M; Boonstra TW, 2017, 'Functional connectivity analysis of multiplex muscle network across frequencies', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), Seogwipo, South Korea, pp. 1567 - 1570, presented at 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Seogwipo, South Korea, 11 July 2017 - 15 July 2017, http://dx.doi.org/10.1109/EMBC.2017.8037136

Conference Papers | 2016

Al-Kaysi AM; Al-Ani A; Loo CK; Breakspear M; Boonstra TW, 2016, 'Predicting brain stimulation treatment outcomes of depressed patients through the classification of EEG oscillations', in Patton J; Barbieri R; Ji J; Jabbari E; Dokos S; Mukkamala R; Guiraud D; Jovanov E; Dhaher Y; Panescu D; Vangils M; Wheeler B; Dhawan AP (eds.), Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), FL, Orlando, pp. 5266 - 5269, presented at 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), FL, Orlando, 16 August 2016 - 20 August 2016, http://dx.doi.org/10.1109/EMBC.2016.7591915

Conference Papers | 2015

Larsen ME; Cummins N; Boonstra TW; O'Dea B; Tighe J; Nicholas J; Shand F; Epps J; Christensen H, 2015, 'The use of technology in Suicide Prevention', in Engineering in Medicine and Biology Society (EMBC), Institute of Electrical and Electronics Engineers (IEEE), ITALY, Milan, pp. 7316 - 7319, presented at 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ITALY, Milan, 25 August 2015 - 29 August 2015, http://dx.doi.org/10.1109/EMBC.2015.7320081

Preprints | 2015

Townsend S; Larsen ME; Boonstra TW; Christensen H, 2015, Using Bluetooth Low Energy in smartphones to map social networks, , http://dx.doi.org/10.48550/arxiv.1508.03938

Conference Papers | 2010

Birznieks I; Boonstra TW; Macefield VG, 2010, 'Physiological noise in the firing of human muscle spindle afferents', in Small D (ed.), Australian Neurosciences Society Annual Scientific Meeting 2010, ANS, Sydney, pp. 172 - 172, presented at Australian Neurosciences Society Annual Scientific Meeting 2010, Sydney, 31 January 2010 - 03 February 2010

Preprints |

Mehrkanoon S; Breakspear M; Daffertshofer A; Boonstra T, Generalized time-frequency coherency for assessing neural interactions in electrophysiological recordings, http://dx.doi.org/10.1038/npre.2011.6615.1

Preprints |

Mehrkanoon S; Mehrkanoon S; Breakspear M; Daffertshofer A; Boonstra T, Generalized time-frequency coherency for assessing neural interactions in electrophysiological recordings, , http://dx.doi.org/10.1038/npre.2011.6615

Boonstra TW, The structure and function of the human spinal connectome. ARC Future Fellowship (2018-2022), $701,645.
Boonstra TW, Electrophysiological markers of treatment response to ketamine therapy among patients with treatment-resistant depression. NARSAD Young Investigator Grant (2018-2019), $70,000 USD.
Boonstra TW. How do we change our behavior? Spontaneous reorganization of brain dynamics. NWO Innovational Research Incentives Scheme Veni (2010-2014), €250,000
Boonstra TW, Loo CK, Breakspear M, Gandevia S. UNSW Major Research Equipment & Infrastructure Scheme (2010), $52,000

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