BENKŐ, Zsigmond

Name: Benkő Zsigmond
Address: Department of Theory, Wigner RCP, RMI, HAS, Konkoly-Thege M. út 29-33, Budapest, H-1121, Hungary
Office: KFKI Campus, Building 13, Floor 1, Room 13.
Phone: +36 1 392 2222 x3257
Fax: +36 1 392 2742
E-mail: benko.zsigmond@wigner.mta.hu

Position: MTA junior researcher, Phd candidate

Research interests

• Causal discovery from time series
• Digital signal processing
• Machine learning

Studies

• 2017- MTA Junior researcher, Wigner RCP, Hungary
• 2014-2017 Phd studies, Semmelweis University - Wigner RCP, Hungary
• 2011-2014 Biophysics Msc., Eötvös University, Hungary
• 2006-2011 Biology Bsc, Eötvös University, Hungary

Publications

• Benkő, Z., Bábel, T., & Somogyvári, Z. How to find a unicorn: a novel model-free, unsupervised anomaly detection method for time series. arXiv, 2020.
• Benkő, Z. ; Moldován, K. ; Szádeczky-Kardoss, K. ; Zalányi, L. ; Borbély, S. ; Világi, I. ; Somogyvári, Z.

  Causal relationship between local field potential and intrinsic optical signal in epileptiform activity in vitro

  SCIENTIFIC REPORTS 9 : 1 Paper: 5171 , 12 p. (2019)

  DOI Scopus WoS PubMed

• Kantor, O ; Szarka, G ; Benko, Z ; Somogyvari, Z ; Palfi, E ; Baksa, G ; Racz, G ; Nitschke, R ; Debertin, G ; Volgyi, B

  Strategic Positioning of Connexin36 Gap Junctions Across Human Retinal Ganglion Cell Dendritic Arbors

  FRONTIERS IN CELLULAR NEUROSCIENCE 12 Paper: 409 , 14 p. (2018)

  DOI PubMed WoS Scopus

• Zsigmond Benkő, Ádám Zlatniczki, Dániel Fabó, András Sólyom, Loránd Erőss, András Telcs, Zoltán Somogyvári: Exact Inference of Causal Relations in Dynamical Systems , arXiv, 2018.
• Kantor, O ; Benko, Z ; Enzsoly, A ; David, C ; Naumann, A ; Nitschke, R ; Szabo, A ; Palfi, E ; Orban, J ; Nyitrai, M et al.

  Characterization of connexin36 gap junctions in the human outer retina

  BRAIN STRUCTURE & FUNCTION 221 : 6 pp. 2963-2984. , 22 p. (2016)

  DOI PubMed WoS Scopus Teljes dokumentum

• Zsigmond Benkő, Dániel Fabó, Zoltán Somogyvári: Time series and interactions: Data processing in Epilepsy research. Computational Neurology – Computational Psychiatry: Why and How. Eds: Péter Érdi, Basabdatta Sen Bhattacharya, Amy Cochran, Springer. 2016

Conference Posters

Zsigmond Benkő, Jeroen J. Bos, Martin Vinck, Cyriel M.A. Pennartz, Umberto Olcese, Zoltan Somogyvari Detecting frequency-dependent cortical interactions with topological causal inference , EUROCIM, Bremen, 2019

Kristóf Furuglyás, Zsigmond Benkő, Dorottya Cserpán, Conrado Bosman Vittini, Umberto Olcese, László Négyessy, Zoltán Somogyvári: Layer-specific single neuron-LFP correlations during multimodal mismatch , MITT Conference, 2019

Zsigmond Benkő, Tamás Bábel, Zoltán Somogyvári: Model-free unique event detection in time series , MITT Conference, 2019

Zoltán Somogyvári, Dorottya Cserpán, Zsigmond Benkő, Anikó Fülöp, Jennifer Csatlós, Tom Sikkens, Conrado A Bosman, Umberto Olcese, Négyessy László: Single neuron correlates of multimodal mismatch detection, FENS Conference, Pécs, 2017

Zsigmond Benkő , Ádám Zlatniczki , László Entz , Lóránt Erőss , Dániel Fabó , András Telcs , Zoltán Somogyvári: Detecting causality from manifold dimensions , FENS Conference, 2017

Zsigmond Benko, Andras Telcs, Adam Zlatnicki, Zoltan Somogyvari: Determining causal relations from manifold dimensions , SYNDI, 2017

Zsigmond Benkő , Zoltán Somogyvári: Causality analysis for brain research; Phd Scientific Days poster, 2016

Zsigmond Benkő, András Telcs, Zoltán Somogyvári: Causality and manifold dimensions; MITT IBRO conference poster, 2016

Zsigmond Benkő, László Zalányi, Antal Berényi, György Buzsáki, Zoltán Somogyvári: Possibilities of state space reconstruction from spike-trains; MITT conference poster, 2015