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

Livrables

Project website social media page

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

Publications

Auteurs: Ardelean A.I., Ardelean E.R., Moca V.V., Muresan R.C., Dinsoreanu M.
Publié dans: 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP), Numéro 23 January 2024, 2023, ISBN 979-8-3503-7035-5
Éditeur: 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

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

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

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

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

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

Fractional Superlets

Auteurs: Harald Bârzan; Vasile V. Moca; Ana-Maria Ichim; Raul C. Muresan
Publié dans: 2020 28th European Signal Processing Conference (EUSIPCO), 2020
Éditeur: IEEE
DOI: 10.23919/eusipco47968.2020.9287873

Enhancing the Classification of EEG Signals using Wasserstein Generative Adversarial Networks

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

Spike sorting using Superlets: Identifying feature importance through perturbation

Auteurs: Ardelean E.R., Terec R.D., Maries C.M., Moca V.V., Muresan R.C., Dinsoreanu M.
Publié dans: 2023 IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), Numéro 19th International Conference on Intelligent Computer Communication and Processing (ICCP), 2023, ISBN 979-8-3503-7035-5
Éditeur: IEEE
DOI: 10.1109/iccp60212.2023.10398655

Local Field Potential Microstate Analysis

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

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

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

Accuracy of Six Interpolation Methods Applied on Pupil Diameter Data

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

Detecting Non-Redundant Collective Activity of Neurons

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

Space Breakdown Method A new approach for density-based clustering

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

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

Auteurs: Dumitru D.A., Ceuta E.B., Moca V.V., Muresan R.C., Dinsoreanu M.
Publié dans: 2022 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Numéro 19-21 May 2022, 2022
Éditeur: IEEE
DOI: 10.1109/aqtr55203.2022.9801941

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

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

Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods

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

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

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

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

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

Adapting Supervised Machine Learning for Analysis of Neurobiological Signals

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

Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction

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

Symbolic Analysis Based Pipeline for EEG Data

Auteurs: Moisa O.M., Pop I., Ardelean E.R., Moca V.V., Muresan R.C., Dinsoreanu M.
Publié dans: Intelligent Computer Communication and Processing (ICCP), Numéro 19th IEEE International Conference on, 2023, ISBN 979-8-3503-7035-5
Éditeur: IEEE
DOI: 10.1109/iccp60212.2023.10398607

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

Auteurs: Ovidiu F. Jurjuţ, Medorian Gheorghiu, Wolf Singer, Danko Nikolić, Raul C. Mureşan
Publié dans: Frontiers in Systems Neuroscience, Numéro 13, 2019, ISSN 1662-5137
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fnsys.2019.00021

A continuous-time MaxSAT solver with high analog performance

Auteurs: Botond Molnár, Ferenc Molnár, Melinda Varga, Zoltán Toroczkai, Mária Ercsey-Ravasz
Publié dans: Nature Communications, Numéro 9/1, 2018, ISSN 2041-1723
Éditeur: Nature Publishing Group
DOI: 10.1038/s41467-018-07327-2

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

Auteurs: Ardelean E.R., Ichim A.M., Dinsoreanu M., Muresan R.C.
Publié dans: Frontiers in Computational Neuroscience, Numéro Volume 17 - 2023, 2023, ISSN 1664-1078
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fncom.2023.1019637

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

Auteurs: Barzan H., Ichim A.M., Moca V.V., Muresan R.C.
Publié dans: Frontiers in Neuroinformatics, Numéro 14 April 2022, 2022, ISSN 1662-5196
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fninf.2022.871904

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

Auteurs: Cécile Gal, Ioana Țincaș, Vasile V. Moca, Andrei Ciuparu, Emanuela L. Dan, Marie L. Smith, Teodora Gliga, Raul C. Mureșan
Publié dans: Scientific Reports, Numéro 14, 2024, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-024-59089-1

The fractal brain: scale-invariance in structure and dynamics

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

Time-frequency super-resolution with superlets

Auteurs: Moca V.V., Barzan H., Nagy-Dabacan A., Muresan R.C.
Publié dans: Nature Communications, Numéro 12 January 2021, 2021, ISSN 2041-1723
Éditeur: Nature Publishing Group
DOI: 10.1038/s41467-020-20539-9

Community detection in directed weighted networks using Voronoi partitioning

Auteurs: Botond Molnár, Ildikó-Beáta Márton, Szabolcs Horvát & Mária Ercsey-Ravasz
Publié dans: Scientific Reports, 2024, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-024-58624-4

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

Auteurs: 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
Publié dans: Brain, 2024, ISSN 0006-8950
Éditeur: Oxford University Press
DOI: 10.1093/brain/awae262

Depdc5 knockdown causes mTOR-dependent motor hyperactivity in zebrafish

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

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

Auteurs: Ardelean E.R., Coporiie A., Ichim A.M., Dinsoreanu M., Muresan R.C.
Publié dans: Plos One, 2023, ISSN 1932-6203
Éditeur: 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

Auteurs: 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
Publié dans: Cell Systems, Numéro 15, 2024, Page(s) 1-17, ISSN 2405-4712
Éditeur: Cell Press
DOI: 10.1016/j.cels.2024.07.003

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

Auteurs: Eugen-Richard Ardelean, Harald Bârzan, Ana-Maria Ichim, Raul Cristian Mureşan, Vasile Vlad Moca
Publié dans: Frontiers in Human Neuroscience, Numéro 17, 2024, ISSN 1662-5161
Éditeur: 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

Auteurs: Sándor B., Schneider B., Lázár Z.I., Ercsey-Ravasz M.
Publié dans: Entropy, Numéro 23, 2021, Page(s) 103, ISSN 1099-4300
Éditeur: 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

Auteurs: Arne Lervåg, Dacian Dolean, Ioana Tincas, Monica Melby‐Lervåg
Publié dans: Developmental Science, Numéro 22/5, 2019, ISSN 1363-755X
Éditeur: Blackwell Publishing Inc.
DOI: 10.1111/desc.12858

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

Auteurs: Andrei Ciuparu, Adriana Nagy-Dăbâcan, Raul C. Mureşan
Publié dans: Neurocomputing, Numéro 384, 2020, Page(s) 376-388, ISSN 0925-2312
Éditeur: Elsevier BV
DOI: 10.1016/j.neucom.2019.12.014

Alcohol and sweet reward are encoded by distinct meta-ensembles

Auteurs: Wandres M., Pfarr S., Molnár B., Schöllkopf U., Ercsey-Ravasz M., Sommer W.H., Körber C.
Publié dans: Neuropharmacology, Numéro vol. 195, 2021, ISSN 0028-3908
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.neuropharm.2021.108496

Droits de propriété intellectuelle

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

Numéro de demande/publication: 19 809174
Date: 2019-11-15
Demandeur(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

Numéro de demande/publication: 20 22074126
Date: 2022-08-30
Demandeur(s): ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE

Livrables

Publications

Droits de propriété intellectuelle

Partager cette page Partager cette page sur les réseaux sociaux

Télécharger Télécharger le contenu de la page