Data di Pubblicazione:
2017
Citazione:
26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3 / Newton, Adam J. H.; Seidenstein, Alexandra H.; Mcdougal, Robert A.; Pérez-Cervera, Alberto; Huguet, Gemma; M-Seara, Tere; Haimerl, Caroline; Angulo-Garcia, David; Torcini, Alessandro; Cossart, Rosa; Malvache, Arnaud; Skiker, Kaoutar; Maouene, Mounir; Ragognetti, Gianmarco; Lorusso, Letizia; Viggiano, Andrea; Marcelli, Angelo; Senatore, Rosa; Parziale, Antonio; Stramaglia, S.; Pellicoro, M.; Angelini, L.; Amico, E.; Aerts, H.; Cortés, J.; Laureys, S.; Marinazzo, D.; Stramaglia, S.; Bassez, I.; Faes, L.; Almgren, Hannes; Razi, Adeel; Van de Steen, Frederik; Krebs, Ruth; Aerts, Hannelore; Kanari, Lida; Dlotko, Pawel; Scolamiero, Martina; Levi, Ran; Shillcock, Julian; de Kock, Christiaan P. J.; Hess, Kathryn; Markram, Henry; Ly, Cheng; Marsat, Gary; Gillespie, Tom; Sandström, Malin; Abrams, Mathew; Grethe, Jeffrey S.; Martone, Maryann; De Gernier, Robin; Solinas, Sergio; Rössert, Christian; Haelterman, Marc; Massar, Serge; Pasquale, Valentina; Pastore, Vito Paolo; Martinoia, Sergio; Massobrio, Paolo; Capone, Cristiano; Tort-Colet, Núria; Sanchez-Vives, Maria V.; Mattia, Maurizio; Almasi, Ali; Cloherty, Shaun L.; Grayden, David B.; Wong, Yan T.; Ibbotson, Michael R.; Meffin, Hamish; Prince, Luke Y.; Tsaneva-Atanasova, Krasimira; Mellor, Jack R.; Mazzoni, Alberto; Rosa, Manuela; Carpaneto, Jacopo; Romito, Luigi M.; Priori, Alberto; Micera, Silvestro; Migliore, Rosanna; Lupascu, Carmen Alina; Franchina, Francesco; Bologna, Luca Leonardo; Romani, Armando; Saray, Sára; Van Geit, Werner; Káli, Szabolcs; Thomson, Alex; Mercer, Audrey; Lange, Sigrun; Falck, Joanne; Muller, Eilif; Schürmann, Felix; Todorov, Dmitrii; Capps, Robert; Barnett, William; Molkov, Yaroslav; Devalle, Federico; Pazó, Diego; Montbrió, Ernest; Mochol, Gabriela; Azab, Habiba; Hayden, Benjamin Y.; Moreno-Bote, Rubén; Balasubramani, Pragathi Priyadharsini; Chakravarthy, Srinivasa V.; Muddapu, Vignayanandam R.; Gheorghiu, Medorian D.; Mimica, Bartul; Withlock, Jonathan; Mureșan, Raul C.; Zick, Jennifer L.; Schultz, Kelsey; Blackman, Rachael K.; Chafee, Matthew V.; Netoff, Theoden I.; Roberts, Nicholas; Nagaraj, Vivek; Lamperski, Andrew; Netoff, Theoden I.; Grado, Logan L.; Johnson, Matthew D.; Darrow, David P.; Lonardoni, Davide; Amin, Hayder; Di Marco, Stefano; Maccione, Alessandro; Berdondini, Luca; Nieus, Thierry; Stimberg, Marcel; Goodman, Dan F. M.; Nowotny, Thomas; Koren, Veronika; Dragoi, Valentin; Obermayer, Klaus; Castro, Samy; Fernandez, Mariano; El-Deredy, Wael; Xu, Kesheng; Maidana, Jean Paul; Orio, Patricio; Chen, Weiliang; Hepburn, Iain; Casalegno, Francesco; Devresse, Adrien; Ovcharenko, Aleksandr; Pereira, Fernando; Delalondre, Fabien; De Schutter, Erik; Bratby, Peter; Gallimore, Andrew R.; Klingbeil, Guido; Zamora, Criseida; Zang, Yunliang; Crotty, Patrick; Palmerduca, Eric; Antonietti, Alberto; Casellato, Claudia; Erö, Csaba; D’Angelo, Egidio; Gewaltig, Marc-Oliver; Pedrocchi, Alessandra; Bytschok, Ilja; Dold, Dominik; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A.; Shen, Hui-An; Surace, Simone Carlo; Pfister, Jean-Pascal; Lefebvre, Baptiste; Marre, Olivier; Yger, Pierre; Papoutsi, Athanasia; Park, Jiyoung; Ash, Ryan; Smirnakis, Stelios; Poirazi, Panayiota; Felix, Richard A.; Dimitrov, Alexander G.; Portfors, Christine; Daun, Silvia; Toth, Tibor I.; Jędrzejewska-Szmek, Joanna; Kabbani, Nadine; Blackwel, Kim T.; Moezzi, Bahar; Schaworonkow, Natalie; Plogmacher, Lukas; Goldsworthy, Mitchell R.; Hordacre, Brenton; Mcdonnell, Mark D.; Iannella, Nicolangelo; Ridding, Michael C.; Triesch, Jochen; Maex, Reinoud; Safaryan, Karen; Steuber, Volker; Tang, Rongxiang; Tang, Yi-Yuan; Verveyko, Darya V.; Brazhe, Alexey R.; Verisokin, Andrey Yu; Postnov, Dmitry E.; Günay, Cengiz; Panuccio, Gabriella; Giugliano, Michele; Prinz, Astrid A.; Varona, Pablo; Rabinovich, Mikhail I.; Denham, Jack; Ranner, Thomas; Cohen, Netta; Reva, Maria; Rebola, Nel
Abstract:
he cerebellum plays an essential role in tasks ranging from motor control to higher cognitive functions (such as language processing) and receives input from many brain areas. A general framework for understanding cerebellar function is to view it as an adaptive-filter [1]. Within this framework, understanding, from computational and experimental studies, how the cerebellum processes information and what kind of computations it performs is a complex task, yet to be fully accomplished. In the case of computational studies, this reflects a need for new systematic methods to characterize the computational capacities of cerebellum models. In the present work, to fulfill this need, we apply a method borrowed from the field of machine learning to evaluate the computational capacity of a prototypical model of the cerebellum cortical network. Using this method, we find that the model can perform both linear operations on input signals –which is expected from previous work-, and –more surprisingly- highly nonlinear operations on input signals.
Tipologia CRIS:
1.5 Abstract in rivista
Keywords:
computational modeling, cerebellum, reservoir computing
Elenco autori:
Newton, Adam J. H.; Seidenstein, Alexandra H.; Mcdougal, Robert A.; Pérez-Cervera, Alberto; Huguet, Gemma; M-Seara, Tere; Haimerl, Caroline; Angulo-Garcia, David; Torcini, Alessandro; Cossart, Rosa; Malvache, Arnaud; Skiker, Kaoutar; Maouene, Mounir; Ragognetti, Gianmarco; Lorusso, Letizia; Viggiano, Andrea; Marcelli, Angelo; Senatore, Rosa; Parziale, Antonio; Stramaglia, S.; Pellicoro, M.; Angelini, L.; Amico, E.; Aerts, H.; Cortés, J.; Laureys, S.; Marinazzo, D.; Stramaglia, S.; Bassez, I.; Faes, L.; Almgren, Hannes; Razi, Adeel; Van de Steen, Frederik; Krebs, Ruth; Aerts, Hannelore; Kanari, Lida; Dlotko, Pawel; Scolamiero, Martina; Levi, Ran; Shillcock, Julian; de Kock, Christiaan P. J.; Hess, Kathryn; Markram, Henry; Ly, Cheng; Marsat, Gary; Gillespie, Tom; Sandström, Malin; Abrams, Mathew; Grethe, Jeffrey S.; Martone, Maryann; De Gernier, Robin; Solinas, Sergio; Rössert, Christian; Haelterman, Marc; Massar, Serge; Pasquale, Valentina; Pastore, Vito Paolo; Martinoia, Sergio; Massobrio, Paolo; Capone, Cristiano; Tort-Colet, Núria; Sanchez-Vives, Maria V.; Mattia, Maurizio; Almasi, Ali; Cloherty, Shaun L.; Grayden, David B.; Wong, Yan T.; Ibbotson, Michael R.; Meffin, Hamish; Prince, Luke Y.; Tsaneva-Atanasova, Krasimira; Mellor, Jack R.; Mazzoni, Alberto; Rosa, Manuela; Carpaneto, Jacopo; Romito, Luigi M.; Priori, Alberto; Micera, Silvestro; Migliore, Rosanna; Lupascu, Carmen Alina; Franchina, Francesco; Bologna, Luca Leonardo; Romani, Armando; Saray, Sára; Van Geit, Werner; Káli, Szabolcs; Thomson, Alex; Mercer, Audrey; Lange, Sigrun; Falck, Joanne; Muller, Eilif; Schürmann, Felix; Todorov, Dmitrii; Capps, Robert; Barnett, William; Molkov, Yaroslav; Devalle, Federico; Pazó, Diego; Montbrió, Ernest; Mochol, Gabriela; Azab, Habiba; Hayden, Benjamin Y.; Moreno-Bote, Rubén; Balasubramani, Pragathi Priyadharsini; Chakravarthy, Srinivasa V.; Muddapu, Vignayanandam R.; Gheorghiu, Medorian D.; Mimica, Bartul; Withlock, Jonathan; Mureșan, Raul C.; Zick, Jennifer L.; Schultz, Kelsey; Blackman, Rachael K.; Chafee, Matthew V.; Netoff, Theoden I.; Roberts, Nicholas; Nagaraj, Vivek; Lamperski, Andrew; Netoff, Theoden I.; Grado, Logan L.; Johnson, Matthew D.; Darrow, David P.; Lonardoni, Davide; Amin, Hayder; Di Marco, Stefano; Maccione, Alessandro; Berdondini, Luca; Nieus, Thierry; Stimberg, Marcel; Goodman, Dan F. M.; Nowotny, Thomas; Koren, Veronika; Dragoi, Valentin; Obermayer, Klaus; Castro, Samy; Fernandez, Mariano; El-Deredy, Wael; Xu, Kesheng; Maidana, Jean Paul; Orio, Patricio; Chen, Weiliang; Hepburn, Iain; Casalegno, Francesco; Devresse, Adrien; Ovcharenko, Aleksandr; Pereira, Fernando; Delalondre, Fabien; De Schutter, Erik; Bratby, Peter; Gallimore, Andrew R.; Klingbeil, Guido; Zamora, Criseida; Zang, Yunliang; Crotty, Patrick; Palmerduca, Eric; Antonietti, Alberto; Casellato, Claudia; Erö, Csaba; D’Angelo, Egidio; Gewaltig, Marc-Oliver; Pedrocchi, Alessandra; Bytschok, Ilja; Dold, Dominik; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A.; Shen, Hui-An; Surace, Simone Carlo; Pfister, Jean-Pascal; Lefebvre, Baptiste; Marre, Olivier; Yger, Pierre; Papoutsi, Athanasia; Park, Jiyoung; Ash, Ryan; Smirnakis, Stelios; Poirazi, Panayiota; Felix, Richard A.; Dimitrov, Alexander G.; Portfors, Christine; Daun, Silvia; Toth, Tibor I.; Jędrzejewska-Szmek, Joanna; Kabbani, Nadine; Blackwel, Kim T.; Moezzi, Bahar; Schaworonkow, Natalie; Plogmacher, Lukas; Goldsworthy, Mitchell R.; Hordacre, Brenton; Mcdonnell, Mark D.; Iannella, Nicolangelo; Ridding, Michael C.; Triesch, Jochen; Maex, Reinoud; Safaryan, Karen; Steuber, Volker; Tang, Rongxiang; Tang, Yi-Yuan; Verveyko, Darya V.; Brazhe, Alexey R.; Verisokin, Andrey Yu; Postnov, Dmitry E.; Günay, Cengiz; Panuccio, Gabriella; Giugliano, Michele; Prinz, Astrid A.; Varona, Pablo; Rabinovich, Mikhail I.; Denham, Jack; Ranner, Thomas; Cohen, Netta; Reva, Maria; Rebola, Nelson; Kirizs, Tekla; Nusser, Zoltan; Digregorio, David; Mavritsaki, E
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