F
Felix Schürmann
Researcher at École Polytechnique Fédérale de Lausanne
Publications - 108
Citations - 4535
Felix Schürmann is an academic researcher from École Polytechnique Fédérale de Lausanne. The author has contributed to research in topics: Computer science & Artificial neural network. The author has an hindex of 27, co-authored 94 publications receiving 3490 citations. Previous affiliations of Felix Schürmann include MIND Institute & Heidelberg University.
Papers
More filters
Journal ArticleDOI
Reconstruction and Simulation of Neocortical Microcircuitry
Henry Markram,Henry Markram,Eilif Muller,Srikanth Ramaswamy,Michael W. Reimann,Marwan Abdellah,Carlos Aguado Sanchez,Anastasia Ailamaki,Lidia Alonso-Nanclares,Lidia Alonso-Nanclares,Nicolas Antille,Selim Arsever,Guy Antoine Atenekeng Kahou,Thomas K. Berger,Ahmet Bilgili,Nenad Buncic,Athanassia Chalimourda,Giuseppe Chindemi,Jean Denis Courcol,Fabien Delalondre,Vincent Delattre,Shaul Druckmann,Shaul Druckmann,Raphael Dumusc,James Dynes,Stefan Eilemann,Eyal Gal,Michael Gevaert,Jean Pierre Ghobril,Albert Gidon,Joe W. Graham,Anirudh Gupta,Valentin Haenel,Etay Hay,Thomas Heinis,Thomas Heinis,Juan Hernando,Michael L. Hines,Lida Kanari,Daniel Keller,John Kenyon,Georges Khazen,Yihwa Kim,James G. King,Zoltán F. Kisvárday,Pramod Kumbhar,Sebastien Lasserre,Jean Vincent Le Bé,Bruno R. C. Magalhães,Angel Merchán-Pérez,Angel Merchán-Pérez,Julie Meystre,Benjamin Roy Morrice,Jeffrey Muller,Alberto Muñoz-Céspedes,Alberto Muñoz-Céspedes,Shruti Muralidhar,Keerthan Muthurasa,Daniel Nachbaur,Taylor Howard Newton,Max Nolte,Aleksandr Ovcharenko,Juan Palacios,Luis Pastor,Rodrigo Perin,Rajnish Ranjan,Rajnish Ranjan,Imad Riachi,José-Rodrigo Rodríguez,José-Rodrigo Rodríguez,Juan Luis Riquelme,Christian Rössert,Konstantinos Sfyrakis,Ying Shi,Ying Shi,Julian C. Shillcock,Gilad Silberberg,Ricardo Silva,Farhan Tauheed,Martin Telefont,Maria Toledo-Rodriguez,Thomas Tränkler,Werner Van Geit,Jafet Villafranca Diaz,Richard Walker,Yun Wang,Yun Wang,Stefano M. Zaninetta,Javier DeFelipe,Javier DeFelipe,Sean Hill,Idan Segev,Felix Schürmann +92 more
TL;DR: A first-draft digital reconstruction of the microcircuitry of somatosensory cortex of juvenile rat is presented, finding a spectrum of network states with a sharp transition from synchronous to asynchronous activity, modulated by physiological mechanisms.
Journal ArticleDOI
Models of Neocortical Layer 5b Pyramidal Cells Capturing a Wide Range of Dendritic and Perisomatic Active Properties
TL;DR: Key features of the somatic and dendritic firing of L5b pyramidal cells in adult rats are characterized and a useful way to analyze model parameters with their sets of models is shown, which enabled them to identify some of the mechanisms responsible for the dynamic properties of L 5b pyramsidal cells as well as mechanisms that are sensitive to morphological changes.
Journal ArticleDOI
A novel multiple objective optimization framework for constraining conductance-based neuron models by experimental data
TL;DR: It is argued that the multiple, diverse models generated by this method could serve as the building blocks for the realistic simulation of large neuronal networks.
Journal ArticleDOI
Statistical connectivity provides a sufficient foundation for specific functional connectivity in neocortical neural microcircuits
TL;DR: It is found that random alignment of axonal and dendritic arbors provides a sufficient foundation for specific functional connectivity to emerge in local neural microcircuits, suggesting that chemospecific steering and aligning of the arbors may occur for some types of connections.
Journal ArticleDOI
The neocortical microcircuit collaboration portal: a resource for rat somatosensory cortex
Srikanth Ramaswamy,Jean-Denis Courcol,Marwan Abdellah,Stanislaw Adaszewski,Nicolas Antille,Selim Arsever,Guy Atenekeng,Ahmet Bilgili,Yury Brukau,Athanassia Chalimourda,Giuseppe Chindemi,Fabien Delalondre,Raphael Dumusc,Stefan Eilemann,Michael Gevaert,Padraig Gleeson,Joe W. Graham,Juan Hernando,Lida Kanari,Yury Katkov,Daniel Keller,James G. King,Rajnish Ranjan,Michael W. Reimann,Christian Rössert,Ying Shi,Julian C. Shillcock,Martin Telefont,Werner Van Geit,Jafet Villafranca Diaz,Richard Walker,Yun Wang,Yun Wang,Stefano M. Zaninetta,Javier DeFelipe,Javier DeFelipe,Sean Hill,Jeffrey Muller,Idan Segev,Felix Schürmann,Eilif Muller,Henry Markram +41 more
TL;DR: A multi-constraint, data-driven process to digitally reconstruct, and simulate prototypical neocortical microcircuitry, using sparse experimental data is established and considered a major step in the development of in silica neuroscience.