Promoting S&T excellence and increasing the innovation capacity of the Transylvanian Institute of Neuroscience

Project Information

NEUROTWIN

Grant agreement ID: 952096

DOI

10.3030/952096

Project closed

EC signature date 10 June 2020

Start date 1 January 2021

End date 30 June 2024

Funded under

• Twinning of research institutions

Total cost

€ 799 425,00

EU contribution

€ 799 425,00

Coordinated by

ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE
Romania

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Websites, patent fillings, videos etc. (1)

Project website & social media page

Project website social media page

Documents, reports (1)

List with TINS Neuroscience Seminars

Report regarding the implementation of the TINS Neuroscience Seminar Series, including the list with organized seminars

Publications

Conference proceedings (20)

Burst detection in neuronal activity

Author(s): Ardelean A.I., Ardelean E.R., Moca V.V., Muresan R.C., Dinsoreanu M.
Published in: 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP), Issue 23 January 2024, 2023, ISBN 979-8-3503-7035-5
Publisher: IEEE
DOI: 10.1109/iccp60212.2023.10398703

A method for the measurement and interpretation of neuronal interactions: improved fitting of cross-correlation histograms using 1D-Gabor Functions

Author(s): Ana-Maria Ichim, Adriana Nagy-Dabacan, Raul C. Muresan
Published in: 2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP), 2019, Page(s) 525-528, ISBN 978-1-7281-4914-1
Publisher: IEEE
DOI: 10.1109/iccp48234.2019.8959531

A generative adversarial approach for the detection of typical and drowned action potentials

Author(s): Dodon A., Calugar M.A., Potolea R., Lemnaru C., Dinsoreanu M., Moca V.V., Muresan R.C.
Published in: 2021 17th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), 2021, Page(s) pp. 477-481, ISBN 978-1-6654-0976-6
Publisher: IEEE
DOI: 10.1109/iccp53602.2021.9733643

A Machine Learning Approach to Investigate Fronto-Parietal Neural Ensemble Dynamics During Complex Behavior

Author(s): Medorian Gheorghiu, Andrei Ciuparu, Bartul Mimica, Jonathan R. Whitlock, Raul C. Muresan
Published in: 2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2020, Page(s) 1-6, ISBN 978-1-7281-7166-1
Publisher: IEEE
DOI: 10.1109/aqtr49680.2020.9129986

Fractional Superlets

Author(s): Harald Bârzan; Vasile V. Moca; Ana-Maria Ichim; Raul C. Muresan
Published in: 2020 28th European Signal Processing Conference (EUSIPCO), 2020
Publisher: IEEE
DOI: 10.23919/eusipco47968.2020.9287873

Enhancing the Classification of EEG Signals using Wasserstein Generative Adversarial Networks

Author(s): Vlad Mihai Petrutiu, Liana Daniela Palcu, Camelia Lemnaur, Mihaela Dinsoreanu, Rodica Potolea, Raul Mursesan, Vlad Vasile Moca
Published in: 2020 IEEE 16th International Conference on Intelligent Computer Communication and Processing (ICCP), 2020, Page(s) 29-34, ISBN 978-1-7281-9080-8
Publisher: IEEE
DOI: 10.1109/iccp51029.2020.9266157

Spike sorting using Superlets: Identifying feature importance through perturbation

Author(s): Ardelean E.R., Terec R.D., Maries C.M., Moca V.V., Muresan R.C., Dinsoreanu M.
Published in: 2023 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), Issue 19th International Conference on Intelligent Computer Communication and Processing (ICCP), 2023, ISBN 979-8-3503-7035-5
Publisher: IEEE
DOI: 10.1109/iccp60212.2023.10398655

Local Field Potential Microstate Analysis

Author(s): Andreea Sălăgean, Andreea-Mădălina Pașc, Eugen Richard Ardelean, Raul C. Mureșan, Vasile V. Moca, Mihaela Dînșoreanu, Rodica Potolea, Camelia Lemnaru
Published in: 2022 IEEE 18th International Conference on Intelligent Computer Communication and Processing (ICCP), Issue 150, 2024, Page(s) 221-227, ISSN 2766-8495
Publisher: IEEE
DOI: 10.1109/iccp56966.2022.10053960

Machine Learning-Assisted Detection of Action Potentials in Extracellular Multi-Unit Recordings

Author(s): Harald Barzan, Ana-Maria Ichim, Raul C. Muresan
Published in: 2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2020, Page(s) 1-5, ISBN 978-1-7281-7166-1
Publisher: IEEE
DOI: 10.1109/aqtr49680.2020.9130026

Accuracy of Six Interpolation Methods Applied on Pupil Diameter Data

Author(s): Emanuela L. Dan, Mihaela Dinsoreanu, Raul C. Muresan
Published in: 2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2020, Page(s) 1-5, ISBN 978-1-7281-7166-1
Publisher: IEEE
DOI: 10.1109/aqtr49680.2020.9129915

Detecting Non-Redundant Collective Activity of Neurons

Author(s): Medorian D. Gheorghiu, Adriana Nagy-Dabacan, Raul C. Muresan
Published in: 2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP), 2019, Page(s) 539-543, ISBN 978-1-7281-4914-1
Publisher: IEEE
DOI: 10.1109/iccp48234.2019.8959815

Space Breakdown Method A new approach for density-based clustering

Author(s): Eugen-Richard Ardelean, Alexander Stanciu, Mihaela Dinsoreanu, Rodica Potolea, Camelia Lemnaru, Vasile Vlad Moca
Published in: 2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP), 2019, Page(s) 419-425, ISBN 978-1-7281-4914-1
Publisher: IEEE
DOI: 10.1109/iccp48234.2019.8959795

Extraction of Functional Brain Networks from EEG Signals in the Context of Visual Perception

Author(s): Dumitru D.A., Ceuta E.B., Moca V.V., Muresan R.C., Dinsoreanu M.
Published in: 2022 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Issue 19-21 May 2022, 2022
Publisher: IEEE
DOI: 10.1109/aqtr55203.2022.9801941

Weighted Principal Component Analysis based on statistical properties of features for spike sorting

Author(s): Aldea R., Dinsoreanu M., Potolea R., Lemnaru C., Muresan R.C., Moca V.V.
Published in: 2021 17th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), Issue 2021, 2021, Page(s) pp. 455-460, ISBN 978-1-6654-0976-6
Publisher: IEEE
DOI: 10.1109/iccp53602.2021.9733683

Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods

Author(s): Liana-Daniela Palcu; Marius Supuran; Camelia Lemnaru; Mihaela Dinsoreanu; Rodica Potolea; Raul Cristian Muresan
Published in: International Workshop on New Frontiers in Mining Complex Patterns, 2020, ISBN 978-3-030-48860-4
Publisher: Springer, Cham
DOI: 10.1007/978-3-030-48861-1_5

Jittered sampling - a potential solution for detecting high frequencies in GCaMP recordings

Author(s): Ciuparu A., Muresan R.C.
Published in: IEEE 17th International Conference on Intelligent Computer Communication and Processing (ICCP), 2021, Page(s) pp. 469-475, ISBN 978-1-6654-0976-6
Publisher: IEEE
DOI: 10.1109/iccp53602.2021.9733598

Spike sorting using Superlets: Evaluation of a novel feature space for the discrimination of neuronal spikes

Author(s): Denisa Bianca Mureșan, Raluca-Dana Ciure, Eugen Richard Ardelean, Vasile Vlad Moca, Raul Cristian Mureșan, Mihaela Dînș
Published in: 2022 IEEE 18th International Conference on Intelligent Computer Communication and Processing (ICCP), Issue 9, 2024, Page(s) 229-235, ISSN 2766-8495
Publisher: IEEE
DOI: 10.1109/iccp56966.2022.10053955

Adapting Supervised Machine Learning for Analysis of Neurobiological Signals

Author(s): Andrei Ciuparu, Ann Christin Garvert, Koen Gerard Alois Vervaeke, Raul C. Muresan
Published in: 2024 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/aqtr61889.2024.10554180

Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction

Author(s): Ioana Onofrei; Andreea Sălăgean; Narcisa Sîrca; Vasile V. Moca; Adriana Nagy-Dăbâcan; Raul C. Muresan; Rodica Potolea; Mihaela Dinşoreanu; Camelia Lemnaru
Published in: International Conference on Intelligent Computer Communication and Processing (ICCP), 2020
Publisher: IEEE
DOI: 10.1109/iccp51029.2020.9266151

Symbolic Analysis Based Pipeline for EEG Data

Author(s): Moisa O.M., Pop I., Ardelean E.R., Moca V.V., Muresan R.C., Dinsoreanu M.
Published in: Intelligent Computer Communication and Processing (ICCP), Issue 19th IEEE International Conference on, 2023, ISBN 979-8-3503-7035-5
Publisher: IEEE
DOI: 10.1109/iccp60212.2023.10398607

Peer reviewed articles (17)

Hold Your Methods! How Multineuronal Firing Ensembles Can Be Studied Using Classical Spike-Train Analysis Techniques

Author(s): Ovidiu F. Jurjuţ, Medorian Gheorghiu, Wolf Singer, Danko Nikolić, Raul C. Mureşan
Published in: Frontiers in Systems Neuroscience, Issue 13, 2019, ISSN 1662-5137
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnsys.2019.00021

A continuous-time MaxSAT solver with high analog performance

Author(s): Botond Molnár, Ferenc Molnár, Melinda Varga, Zoltán Toroczkai, Mária Ercsey-Ravasz
Published in: Nature Communications, Issue 9/1, 2018, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-018-07327-2

Improved space breakdown method – A robust clustering technique for spike sorting

Author(s): Ardelean E.R., Ichim A.M., Dinsoreanu M., Muresan R.C.
Published in: Frontiers in Computational Neuroscience, Issue Volume 17 - 2023, 2023, ISSN 1664-1078
Publisher: Frontiers Research Foundation
DOI: 10.3389/fncom.2023.1019637

Time-Frequency Representations of Brain Oscillations: Which One Is Better?

Author(s): Barzan H., Ichim A.M., Moca V.V., Muresan R.C.
Published in: Frontiers in Neuroinformatics, Issue 14 April 2022, 2022, ISSN 1662-5196
Publisher: Frontiers Research Foundation
DOI: 10.3389/fninf.2022.871904

Randomness impacts the building of specific priors, visual exploration, and perception in object recognition

Author(s): Cécile Gal, Ioana Țincaș, Vasile V. Moca, Andrei Ciuparu, Emanuela L. Dan, Marie L. Smith, Teodora Gliga, Raul C. Mureșan
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-024-59089-1

The fractal brain: scale-invariance in structure and dynamics

Author(s): Grosu G.F., Hopp A.V., Moca V.V., Barzan H., Ciuparu A., Ercsey-Ravasz M., Winkel M., Linde H., Muresan R.C
Published in: Cerebral Cortex, Issue Volume 33, Issue 8, 15 April 2023, 2022, Page(s) Pages 4574–4605, ISSN 1047-3211
Publisher: Oxford University Press
DOI: 10.1093/cercor/bhac363

Time-frequency super-resolution with superlets

Author(s): Moca V.V., Barzan H., Nagy-Dabacan A., Muresan R.C.
Published in: Nature Communications, Issue 12 January 2021, 2021, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-020-20539-9

Community detection in directed weighted networks using Voronoi partitioning

Author(s): Botond Molnár, Ildikó-Beáta Márton, Szabolcs Horvát & Mária Ercsey-Ravasz
Published in: Scientific Reports, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-024-58624-4

Chloride deregulation and GABA depolarization in MTOR related malformations of cortical development

Author(s): Naziha Bakouh, Reyes Castaño-Martín, Alice Metais, Emanuela Loredana Dan, Estelle Balducci, Cerina Chhuon, Joanna Lepicka, Giulia Barcia, Emma Losito, Stéphane Lourdel, Gabrielle Planelles, Raul C Muresan, Vasile Vlad Moca, Anna Kaminska, Marie Bourgeois, Nicole Chemaly, Yasmine Rguez, Stéphane Auvin, Gilles Huberfeld, Pascale Varlet, Vahid Asnafi, Ida Chiara Guerrera, Edor Kabashi, Rima Nabbo
Published in: Brain, 2024, ISSN 0006-8950
Publisher: Oxford University Press
DOI: 10.1093/brain/awae262

Depdc5 knockdown causes mTOR-dependent motor hyperactivity in zebrafish

Author(s): Hortense de Calbiac, Adriana Dabacan, Elise Marsan, Hervé Tostivint, Gabrielle Devienne, Saeko Ishida, Eric Leguern, Stéphanie Baulac, Raul C. Muresan, Edor Kabashi, Sorana Ciura
Published in: Annals of Clinical and Translational Neurology, Issue 5/5, 2018, Page(s) 510-523, ISSN 2328-9503
Publisher: Wiley Periodicals, Inc
DOI: 10.1002/acn3.542

A study of autoencoders as a feature extraction technique for spike sorting

Author(s): Ardelean E.R., Coporiie A., Ichim A.M., Dinsoreanu M., Muresan R.C.
Published in: Plos One, 2023, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0282810

Brain dynamics supported by a hierarchy of complex correlation patterns defining a robust functional architecture

Author(s): Levente Varga, Vasile V. Moca, Botond Molnár, Laura Perez-Cervera, Mohamed Kotb Selim, Antonio Díaz-Parra, David Moratal, Balázs Péntek, Wolfgang H. Sommer, Raul C. Mureșan, Santiago Canals, Maria Ercsey-Ravasz
Published in: Cell Systems, Issue 15, 2024, Page(s) 1-17, ISSN 2405-4712
Publisher: Cell Press
DOI: 10.1016/j.cels.2024.07.003

Sharp detection of oscillation packets in rich time-frequency representations of neural signals

Author(s): Eugen-Richard Ardelean, Harald Bârzan, Ana-Maria Ichim, Raul Cristian Mureşan, Vasile Vlad Moca
Published in: Frontiers in Human Neuroscience, Issue 17, 2024, ISSN 1662-5161
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnhum.2023.1112415

A Novel Measure Inspired by Lyapunov Exponents for the Characterization of Dynamics in State-Transition Networks

Author(s): Sándor B., Schneider B., Lázár Z.I., Ercsey-Ravasz M.
Published in: Entropy, Issue 23, 2021, Page(s) 103, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23010103

Socioeconomic background, nonverbal IQ and school absence affects the development of vocabulary and reading comprehension in children living in severe poverty

Author(s): Arne Lervåg, Dacian Dolean, Ioana Tincas, Monica Melby‐Lervåg
Published in: Developmental Science, Issue 22/5, 2019, ISSN 1363-755X
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/desc.12858

Soft++, a multi-parametric non-saturating non-linearity that improves convergence in deep neural architectures

Author(s): Andrei Ciuparu, Adriana Nagy-Dăbâcan, Raul C. Mureşan
Published in: Neurocomputing, Issue 384, 2020, Page(s) 376-388, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.1016/j.neucom.2019.12.014

Alcohol and sweet reward are encoded by distinct meta-ensembles

Author(s): Wandres M., Pfarr S., Molnár B., Schöllkopf U., Ercsey-Ravasz M., Sommer W.H., Körber C.
Published in: Neuropharmacology, Issue vol. 195, 2021, ISSN 0028-3908
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.neuropharm.2021.108496

Intellectual Property Rights

Patent (2)

METHOD, HUMAN MACHINE INTERFACE, MACHINE COMPUTING UNIT AND COMPUTER PROGRAMS TO CONTROL AT LEAST ONE ACTUATOR TO CARRY OUT AT LEAST ONE TASK

Application/Publication number: 19 809174
Date: 2019-11-15
Applicant(s): ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE

AUTOMATED WELL UNIT, COMPUTER IMPLEMENTED METHOD OF AUTOMATED PERFUSING AND WASHOUT OF SOLUTIONS, NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM ENCODED WITH A COMPUTER PROGRAM, AND AUTOMATED SCREENING PLATFORM FOR SCREENING BIOLOGICAL SAMPLES

Application/Publication number: 20 22074126
Date: 2022-08-30
Applicant(s): ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE