Stochastic Multi-Scale Modelling for the Analysis of Closed-Loop Interactions among Brain Networks

Project Information

STOMMAC

Grant agreement ID: 659227

DOI

10.3030/659227

Project closed

EC signature date 17 March 2015

Start date 1 July 2015

End date 30 June 2017

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 168 277,20

EU contribution

€ 168 277,20

Coordinated by

FONDAZIONE ISTITUTO ITALIANO DI TECNOLOGIA
Italy

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 .

Publications

Peer reviewed articles (4)

Space-by-time decomposition for single-trial decoding of M/EEG activity

Author(s): Ioannis Delis, Arno Onken, Philippe G. Schyns, Stefano Panzeri, Marios G. Philiastides
Published in: NeuroImage, Issue 133, 2016, Page(s) 504-515, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2016.03.043

Using Matrix and Tensor Factorizations for the Single-Trial Analysis of Population Spike Trains

Author(s): Arno Onken, Jian K. Liu, P. P. Chamanthi R. Karunasekara, Ioannis Delis, Tim Gollisch, Stefano Panzeri
Published in: PLOS Computational Biology, Issue 12/11, 2016, Page(s) e1005189, ISSN 1553-7358
Publisher: Public Library of Science
DOI: 10.1371/journal.pcbi.1005189

State-Dependent Decoding Algorithms Improve the Performance of a Bidirectional BMI in Anesthetized Rats

Author(s): Vito De Feo, Fabio Boi, Houman Safaai, Arno Onken, Stefano Panzeri, Alessandro Vato
Published in: Frontiers in Neuroscience, Issue 11, 2017, ISSN 1662-453X
Publisher: Frontiers
DOI: 10.3389/fnins.2017.00269

Inference of neuronal functional circuitry with spike-triggered non-negative matrix factorization

Author(s): Jian K. Liu, Helene M. Schreyer, Arno Onken, Fernando Rozenblit, Mohammad H. Khani, Vidhyasankar Krishnamoorthy, Stefano Panzeri, Tim Gollisch
Published in: Nature Communications, Issue 8/1, 2017, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-017-00156-9

Conference proceedings (6)

Concurrent Analysis of Neural Activity at Multiple Scales Using Mixed Vine Copulas

Author(s): Onken, Arno; Panzeri, Stefano
Published in: Bernstein Conference 2016, Issue 1, 2016
Publisher: G-Node
DOI: 10.12751/nncn.bc2016.0213

Mixed vine copulas as joint models of spike counts and local field potentials

Author(s): Onken, Arno; Panzeri, Stefano
Published in: Advances in Neural Information Processing Systems, Issue 29, 2016, Page(s) 1325--1333
Publisher: Neural Information Processing Systems
DOI: 10.5281/zenodo.584120

Analysis of Multiplexed Neural Codes Using the Laplacian Pyramid Decomposition

Author(s): Molano-Mazon, Manuel; Onken, Arno; Safaai, Houman; Panzeri, Stefano
Published in: Bernstein Conference 2015, Issue 8, 2015
Publisher: G-Node
DOI: 10.12751/nncn.bc2015.0077

Temporal Information Demultiplexing: A Novel Approach to the Analysis of Multiplexed Neural Codes

Author(s): Molano-Mazón, Manuel; Onken, Arno; Safaai, Houman; Panzeri, Stefano
Published in: Bernstein Conference 2016, Issue 6, 2016
Publisher: G-Node
DOI: 10.12751/nncn.bc2016.0136

Information Jitter Derivative Method: A Novel Approach to the Analysis of Multiplexed Neural Codes

Author(s): Manuel Molano-Mazon; Arno Onken; Liu, Jian K.; Tim Gollisch; Houman Safaai; Stefano Panzeri
Published in: Issue 2, 2016
Publisher: Zenodo
DOI: 10.5281/zenodo.814804

Information Jitter Derivative Method: A Novel Approach to the Analysis of Multiplexed Neural Codes

Author(s): Manuel Molano-Mazon; Arno Onken; Liu, Jian K.; Tim Gollisch; Houman Safaai; Stefano Panzeri
Published in: Issue 1, 2017
Publisher: Zenodo
DOI: 10.5281/zenodo.814832