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

Información del proyecto

NEUROTWIN

Identificador del acuerdo de subvención: 952096

DOI

10.3030/952096

Proyecto cerrado

Fecha de la firma de la CE 10 Junio 2020

Fecha de inicio 1 Enero 2021

Fecha de finalización 30 Junio 2024

Financiado con arreglo a

• Twinning of research institutions

Coste total

€ 799 425,00

Aportación de la UE

€ 799 425,00

Coordinado por

ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE
Romania

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (20)

Burst detection in neuronal activity

Autores: Ardelean A.I., Ardelean E.R., Moca V.V., Muresan R.C., Dinsoreanu M.
Publicado en: 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP), Edición 23 January 2024, 2023, ISBN 979-8-3503-7035-5
Editor: 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

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

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

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

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

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

Fractional Superlets

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

Enhancing the Classification of EEG Signals using Wasserstein Generative Adversarial Networks

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

Spike sorting using Superlets: Identifying feature importance through perturbation

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

Local Field Potential Microstate Analysis

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

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

Autores: Harald Barzan, Ana-Maria Ichim, Raul C. Muresan
Publicado en: 2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2020, Página(s) 1-5, ISBN 978-1-7281-7166-1
Editor: IEEE
DOI: 10.1109/aqtr49680.2020.9130026

Accuracy of Six Interpolation Methods Applied on Pupil Diameter Data

Autores: Emanuela L. Dan, Mihaela Dinsoreanu, Raul C. Muresan
Publicado en: 2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2020, Página(s) 1-5, ISBN 978-1-7281-7166-1
Editor: IEEE
DOI: 10.1109/aqtr49680.2020.9129915

Detecting Non-Redundant Collective Activity of Neurons

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

Space Breakdown Method A new approach for density-based clustering

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

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

Autores: Dumitru D.A., Ceuta E.B., Moca V.V., Muresan R.C., Dinsoreanu M.
Publicado en: 2022 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Edición 19-21 May 2022, 2022
Editor: IEEE
DOI: 10.1109/aqtr55203.2022.9801941

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

Autores: Aldea R., Dinsoreanu M., Potolea R., Lemnaru C., Muresan R.C., Moca V.V.
Publicado en: 2021 17th IEEE International Conference on Intelligent Computer Communication and Processing (ICCP), Edición 2021, 2021, Página(s) pp. 455-460, ISBN 978-1-6654-0976-6
Editor: IEEE
DOI: 10.1109/iccp53602.2021.9733683

Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods

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

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

Autores: Ciuparu A., Muresan R.C.
Publicado en: IEEE 17th International Conference on Intelligent Computer Communication and Processing (ICCP), 2021, Página(s) pp. 469-475, ISBN 978-1-6654-0976-6
Editor: IEEE
DOI: 10.1109/iccp53602.2021.9733598

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

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

Adapting Supervised Machine Learning for Analysis of Neurobiological Signals

Autores: Andrei Ciuparu, Ann Christin Garvert, Koen Gerard Alois Vervaeke, Raul C. Muresan
Publicado en: 2024 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), 2024, Página(s) 1-6
Editor: IEEE
DOI: 10.1109/aqtr61889.2024.10554180

Using Symbolic Analysis of Local Field Potentials for Anesthesia Depth Prediction

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

Symbolic Analysis Based Pipeline for EEG Data

Autores: Moisa O.M., Pop I., Ardelean E.R., Moca V.V., Muresan R.C., Dinsoreanu M.
Publicado en: Intelligent Computer Communication and Processing (ICCP), Edición 19th IEEE International Conference on, 2023, ISBN 979-8-3503-7035-5
Editor: 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

Autores: Ovidiu F. Jurjuţ, Medorian Gheorghiu, Wolf Singer, Danko Nikolić, Raul C. Mureşan
Publicado en: Frontiers in Systems Neuroscience, Edición 13, 2019, ISSN 1662-5137
Editor: Frontiers Research Foundation
DOI: 10.3389/fnsys.2019.00021

A continuous-time MaxSAT solver with high analog performance

Autores: Botond Molnár, Ferenc Molnár, Melinda Varga, Zoltán Toroczkai, Mária Ercsey-Ravasz
Publicado en: Nature Communications, Edición 9/1, 2018, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-018-07327-2

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

Autores: Ardelean E.R., Ichim A.M., Dinsoreanu M., Muresan R.C.
Publicado en: Frontiers in Computational Neuroscience, Edición Volume 17 - 2023, 2023, ISSN 1664-1078
Editor: Frontiers Research Foundation
DOI: 10.3389/fncom.2023.1019637

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

Autores: Barzan H., Ichim A.M., Moca V.V., Muresan R.C.
Publicado en: Frontiers in Neuroinformatics, Edición 14 April 2022, 2022, ISSN 1662-5196
Editor: Frontiers Research Foundation
DOI: 10.3389/fninf.2022.871904

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

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

The fractal brain: scale-invariance in structure and dynamics

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

Time-frequency super-resolution with superlets

Autores: Moca V.V., Barzan H., Nagy-Dabacan A., Muresan R.C.
Publicado en: Nature Communications, Edición 12 January 2021, 2021, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-020-20539-9

Community detection in directed weighted networks using Voronoi partitioning

Autores: Botond Molnár, Ildikó-Beáta Márton, Szabolcs Horvát & Mária Ercsey-Ravasz
Publicado en: Scientific Reports, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-024-58624-4

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

Autores: 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
Publicado en: Brain, 2024, ISSN 0006-8950
Editor: Oxford University Press
DOI: 10.1093/brain/awae262

Depdc5 knockdown causes mTOR-dependent motor hyperactivity in zebrafish

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

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

Autores: Ardelean E.R., Coporiie A., Ichim A.M., Dinsoreanu M., Muresan R.C.
Publicado en: Plos One, 2023, ISSN 1932-6203
Editor: 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

Autores: 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
Publicado en: Cell Systems, Edición 15, 2024, Página(s) 1-17, ISSN 2405-4712
Editor: Cell Press
DOI: 10.1016/j.cels.2024.07.003

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

Autores: Eugen-Richard Ardelean, Harald Bârzan, Ana-Maria Ichim, Raul Cristian Mureşan, Vasile Vlad Moca
Publicado en: Frontiers in Human Neuroscience, Edición 17, 2024, ISSN 1662-5161
Editor: 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

Autores: Sándor B., Schneider B., Lázár Z.I., Ercsey-Ravasz M.
Publicado en: Entropy, Edición 23, 2021, Página(s) 103, ISSN 1099-4300
Editor: 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

Autores: Arne Lervåg, Dacian Dolean, Ioana Tincas, Monica Melby‐Lervåg
Publicado en: Developmental Science, Edición 22/5, 2019, ISSN 1363-755X
Editor: Blackwell Publishing Inc.
DOI: 10.1111/desc.12858

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

Autores: Andrei Ciuparu, Adriana Nagy-Dăbâcan, Raul C. Mureşan
Publicado en: Neurocomputing, Edición 384, 2020, Página(s) 376-388, ISSN 0925-2312
Editor: Elsevier BV
DOI: 10.1016/j.neucom.2019.12.014

Alcohol and sweet reward are encoded by distinct meta-ensembles

Autores: Wandres M., Pfarr S., Molnár B., Schöllkopf U., Ercsey-Ravasz M., Sommer W.H., Körber C.
Publicado en: Neuropharmacology, Edición vol. 195, 2021, ISSN 0028-3908
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.neuropharm.2021.108496

Derechos de propiedad intelectual

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

Número de solicitud/publicación: 19 809174
Fecha: 2019-11-15
Solicitante(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

Número de solicitud/publicación: 20 22074126
Fecha: 2022-08-30
Solicitante(s): ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE