Spase Petkoski

28
Documents

Présentation

After studying electrical engineering and information technologies in Skopje, I enrolled to a PhD program in the Biomedical and Nonlinear Physics at Lancaster University. I graduated in 2014 after obtaining a distinction as a best international student at the Physics Department.
Since then, I have been working as a postdoctoral researcher at Theoretical Neuroscience Group of the Institute of Systems Neurosciences in Marseille, led by Viktor Jirsa. From 2017 I’m also part of the HBP.
My research focus is at the intersection of nonlinear dynamics and computational neuroscience. More specifically, I’m interested in the synchronization and emergent dynamics, and in their application to modeling large-scale brain dynamics. Besides the more theoretical background on the Kuramoto oscillators, at INS I have been using the brain-network modelling paradigm to study the effect of time-delays on the synchronization between brain regions, as well as the network impact from the lesions in the structural links. The former is applied in the study of connectome changes due to processes.

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Publications

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Spatiotemporal brain complexity quantifies consciousness outside of perturbation paradigms

Martin Breyton , Jan Fousek , Giovanni Rabuffo , Pierpaolo Sorrentino , Lionel Kusch et al.

eLife, 2025, 13, ⟨10.7554/eLife.98920.3⟩

Article dans une revue hal-05338672v1
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Synchronization in spiking neural networks with short and long connections and time delays

Lionel Kusch , Martin Breyton , Damien Depannemaecker , Spase Petkoski , Viktor K Jirsa

Chaos: An Interdisciplinary Journal of Nonlinear Science, 2025, 35, ⟨10.1063/5.0158186⟩

Article dans une revue hal-04947885v1
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Framework for brain-derived dimensions of psychopathology

Tristram A Lett , Nilakshi Vaidya , Tianye Jia , Elli Polemiti , Tobias Banaschewski et al.

JAMA Psychiatry, 2025, 82 (8), pp.778. ⟨10.1001/jamapsychiatry.2025.1246⟩

Article dans une revue hal-05482214v1

Virtual Brain Inference (VBI): A flexible and integrative toolkit for efficient probabilistic inference on virtual brain models

Abolfazl Ziaee-Mehr , Marmaduke Woodman , Lia Domide , Spase Petkoski , Viktor Jirsa et al.

Proceedings of the National Academy of Sciences of the United States of America, 2025, 122 (16), ⟨10.7554/eLife.106194.1⟩

Article dans une revue hal-05126286v1

Symmetry breaking organizes the brain’s resting state manifold

Jan Fousek , Giovanni Rabuffo , Kashyap Gudibanda , Hiba Sheheitli , Spase Petkoski et al.

Scientific Reports, 2024, 14 (1), pp.31970. ⟨10.1038/s41598-024-83542-w⟩

Article dans une revue hal-05124011v1
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Virtual brain twins: from basic neuroscience to clinical use

Huifang E Wang , Paul Triebkorn , Martin Breyton , Borana Dollomaja , Jean-Didier Lemarechal et al.

National Science Review, 2024, 11 (5), pp.nwae079. ⟨10.1093/nsr/nwae079⟩

Article dans une revue hal-04649948v1
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State-switching and high-order spatiotemporal organization of dynamic functional connectivity are disrupted by Alzheimer’s disease

Lucas Arbabyazd , Spase Petkoski , Michael Breakspear , Ana Solodkin , Demian Battaglia et al.

Network Neuroscience, 2023, pp.1-32. ⟨10.1162/netn_a_00332⟩

Article dans une revue hal-04295704v1
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Characterization of regional differences in resting-state fMRI with a data-driven network model of brain dynamics

Viktor Sip , Meysam Hashemi , Timo Dickscheid , Katrin Amunts , Spase Petkoski et al.

Science Advances , 2023, 9 (11), ⟨10.1126/sciadv.abq7547⟩

Article dans une revue hal-04092057v1
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Symmetry breaking organizes the brain's resting state manifold

Jan Fousek , Giovanni Rabuffo , Kashyap Gudibanda , Hiba Sheheitli , Viktor Jirsa et al.

Cold Spring Harbor Laboratory Press, 2023, ⟨10.1101/2022.01.03.474841⟩

Article dans une revue hal-04086340v1
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Whole-brain propagation delays in multiple sclerosis, a combined tractography - magnetoencephalography study

Pierpaolo Sorrentino , Spase Petkoski , Maddalena Sparaco , Emahnuel Troisi Lopez , Elisabetta Signoriello et al.

Journal of Neuroscience, 2022, pp.JN-RM-0938-22. ⟨10.1523/jneurosci.0938-22.2022⟩

Article dans une revue hal-03851744v1
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Integrating psychosocial variables and societal diversity in epidemic models for predicting COVID-19 transmission dynamics

Viktor Jirsa , Spase Petkoski , Huifang Wang , Marmaduke Woodman , Jan Fousek et al.

PLOS Digital Health, 2022, 1 (8), pp.e0000098. ⟨10.1371/journal.pdig.0000098⟩

Article dans une revue hal-03782635v1
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Normalizing the brain connectome for communication through synchronization

Spase Petkoski , Viktor Jirsa

Network Neuroscience, 2022, 6 (3), pp.722 - 744. ⟨10.1162/netn_a_00231⟩

Article dans une revue hal-03783266v1
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Natural rhythms of periodic temporal attention

Arnaud Zalta , Spase Petkoski , Benjamin Morillon

Nature Communications, 2020, 11 (1), ⟨10.1038/s41467-020-14888-8⟩

Article dans une revue hal-02492232v1
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Dynamical Mechanisms of Interictal Resting-State Functional Connectivity in Epilepsy

Julie Courtiol , Maxime Guye , Fabrice Bartolomei , Spase Petkoski , Viktor Jirsa

Journal of Neuroscience, 2020, 40 (29), pp.5572-5588. ⟨10.1523/JNEUROSCI.0905-19.2020⟩

Article dans une revue hal-02908107v1
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Experimental and Computational Study on Motor Control and Recovery After Stroke: Toward a Constructive Loop Between Experimental and Virtual Embodied Neuroscience

Anna Letizia Allegra Mascaro , Egidio Falotico , Spase Petkoski , Maria Pasquini , Lorenzo Vannucci et al.

Frontiers in Systems Neuroscience, 2020, 14, pp.31. ⟨10.3389/fnsys.2020.00031⟩

Article dans une revue hal-03423103v1
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Transmission time delays organize the brain network synchronization

Spase Petkoski , Viktor Jirsa

rsta.royalsocietypublishing.org Research, 2019, 377 (2153), pp.20180132. ⟨10.1098/rsta.2018.0132⟩

Article dans une revue hal-02527427v1
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Controlling seizure propagation in large-scale brain networks

Simona Olmi , Spase Petkoski , Maxime Guye , Fabrice Bartolomei , Viktor Jirsa

PLoS Computational Biology, 2019, 15 (2), pp.e1006805. ⟨10.1371/journal.pcbi.1006805⟩

Article dans une revue inserm-02146511v1
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Phase-lags in large scale brain synchronization: Methodological considerations and in-silico analysis

Spase Petkoski , Matias J Palva , Viktor Jirsa

PLoS Computational Biology, 2018, 14 (7), pp.e1006160. ⟨10.1371/journal.pcbi.1006160⟩

Article dans une revue inserm-02145488v1
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26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Leonid L. Rubchinsky , Sungwoo Ahn , Wouter Klijn , Ben Cumming , Stuart Yates et al.

BMC Neuroscience, 2017, 18 (Suppl 1), pp.59. ⟨10.1186/s12868-017-0371-2⟩

Article dans une revue hal-01580190v1
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25th Annual Computational Neuroscience Meeting: CNS-2016

Tatyana Sharpee , Alain Destexhe , Mitsuo Kawato , Vladislav Sekulić , Frances Skinner et al.

BMC Neuroscience, 2016, 17 (S1), pp.54. ⟨10.1186/s12868-016-0283-6⟩

Article dans une revue hal-03598912v1

Alterations in the coupling functions between cortical and cardio-respiratory oscillations due to anaesthesia with propofol and sevoflurane

Tomislav Stankovski , Spase Petkoski , Johan Raeder , Andrew F. Smith , Peter V. E. Mcclintock et al.

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2016, 374 (2067), ⟨10.1098/rsta.2015.0186⟩

Article dans une revue hal-01431283v1

The multiscale entropy: Guidelines for use and interpretation in brain signal analysis

Julie Courtiol , Dionysios Perdikis , Spase Petkoski , Viktor Mueller , Raoul Huys et al.

Journal of Neuroscience Methods, 2016, 273, pp.175-190. ⟨10.1016/j.jneumeth.2016.09.004⟩

Article dans une revue hal-01431295v1
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Heterogeneity of time delays determines synchronization of coupled oscillators

Spase Petkoski , Andreas Spiegler , Timothée Proix , Parham Aram , Jean-Jacques Temprado et al.

Physical Review E : Statistical, Nonlinear, and Soft Matter Physics [2001-2015], 2016, 94 (1), ⟨10.1103/PhysRevE.94.012209⟩

Article dans une revue hal-01431271v1
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Large scale modeling of the mouse brain dynamics

Lionel Kusch , Spase Petkoski , Viktor Jirsa

Society for Neuroscience 2019, Oct 2019, Chicago, United States

Poster de conférence hal-04379195v1