Spase Petkoski

Identifiants chercheurs

IdHAL :

spase-petkoski

ORCID :

0000-0003-4540-6293

ResearcherID :

http://www.researcherid.com/rid/Y-2792-2019

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.

Publications

Article dans une revue (23)

Framework for brain-derived dimensions of psychopathology Tristram A Lett,Nilakshi Vaidya,Tianye Jia,Elli Polemiti,Tobias Banaschewskiet 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 Jirsaet 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
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
Spatiotemporal brain complexity quantifies consciousness outside of perturbation paradigms Martin Breyton,Jan Fousek,Giovanni Rabuffo,Pierpaolo Sorrentino,Lionel Kuschet al. eLife, 2025, 13, ⟨10.7554/eLife.98920.3⟩ Article dans une revue hal-05338672v1
Symmetry breaking organizes the brain’s resting state manifold Jan Fousek,Giovanni Rabuffo,Kashyap Gudibanda,Hiba Sheheitli,Spase Petkoskiet al. Scientific Reports, 2024, 14 (1), pp.31970. ⟨10.1038/s41598-024-83542-w⟩ Article dans une revue hal-05124011v1
Virtual brain twins: from basic neuroscience to clinical use Huifang E Wang,Paul Triebkorn,Martin Breyton,Borana Dollomaja,Jean-Didier Lemarechalet al. National Science Review, 2024, 11 (5), pp.nwae079. ⟨10.1093/nsr/nwae079⟩ Article dans une revue hal-04649948v1
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 Battagliaet al. Network Neuroscience, 2023, pp.1-32. ⟨10.1162/netn_a_00332⟩ Article dans une revue hal-04295704v1
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 Petkoskiet al. Science Advances , 2023, 9 (11), ⟨10.1126/sciadv.abq7547⟩ Article dans une revue hal-04092057v1
Symmetry breaking organizes the brain's resting state manifold Jan Fousek,Giovanni Rabuffo,Kashyap Gudibanda,Hiba Sheheitli,Viktor Jirsaet al. Cold Spring Harbor Laboratory Press, 2023, ⟨10.1101/2022.01.03.474841⟩ Article dans une revue hal-04086340v1
Whole-brain propagation delays in multiple sclerosis, a combined tractography - magnetoencephalography study Pierpaolo Sorrentino,Spase Petkoski,Maddalena Sparaco,Emahnuel Troisi Lopez,Elisabetta Signorielloet al. Journal of Neuroscience, 2022, pp.JN-RM-0938-22. ⟨10.1523/jneurosci.0938-22.2022⟩ Article dans une revue hal-03851744v1
Integrating psychosocial variables and societal diversity in epidemic models for predicting COVID-19 transmission dynamics Viktor Jirsa,Spase Petkoski,Huifang Wang,Marmaduke Woodman,Jan Fouseket al. PLOS Digital Health, 2022, 1 (8), pp.e0000098. ⟨10.1371/journal.pdig.0000098⟩ Article dans une revue hal-03782635v1
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
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
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
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 Vannucciet al. Frontiers in Systems Neuroscience, 2020, 14, pp.31. ⟨10.3389/fnsys.2020.00031⟩ Article dans une revue hal-03423103v1
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
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
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
26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2 Leonid L. Rubchinsky,Sungwoo Ahn,Wouter Klijn,Ben Cumming,Stuart Yateset al. BMC Neuroscience, 2017, 18 (Suppl 1), pp.59. ⟨10.1186/s12868-017-0371-2⟩ Article dans une revue hal-01580190v1
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. Mcclintocket 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 Huyset al. Journal of Neuroscience Methods, 2016, 273, pp.175-190. ⟨10.1016/j.jneumeth.2016.09.004⟩ Article dans une revue hal-01431295v1
Heterogeneity of time delays determines synchronization of coupled oscillators Spase Petkoski,Andreas Spiegler,Timothée Proix,Parham Aram,Jean-Jacques Tempradoet 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
25th Annual Computational Neuroscience Meeting: CNS-2016 Tatyana Sharpee,Alain Destexhe,Mitsuo Kawato,Vladislav Sekulić,Frances Skinneret al. BMC Neuroscience, 2016, 17 (S1), pp.54. ⟨10.1186/s12868-016-0283-6⟩ Article dans une revue hal-03598912v1

Poster de conférence (1)

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

Pré-publication, Document de travail (4)

Next generation neural mass model with dopamine modulation mediated by D1-type receptors Gabriele Casagrande,Augustinas Fedaravičius,Chloe Duprat,Anthony Randal Mcintosh,Pierpaolo Sorrentinoet al. 2026 Pré-publication, Document de travail hal-05339212v2
Probabilistic Inference on Virtual Brain Models of Disorders Meysam Hashemi,Abolfazl Ziaeemehr,Marmaduke M Woodman,Spase Petkoski,Viktor K Jirsa 2024 Pré-publication, Document de travail hal-04650193v1
Mean-field approximation of network of biophysical neurons driven by conductance-based ion exchange Abhirup Bandyopadhyay,Christophe Bernard,Viktor K Jirsa,Spase Petkoski 2022 Pré-publication, Document de travail hal-03575932v1
The virtual aging brain: a model-driven explanation for cognitive decline in older subjects Mario Lavanga,Johanna Stumme,Bahar Yalcinkaya,Jan Fousek,Christiane Jockwitzet al. 2022 Pré-publication, Document de travail hal-03681799v1