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26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3
Adam J. H. Newton, Alexandra H. Seidenstein, Robert A. McDougal, Alberto Pérez-Cervera, Gemma Huguet, Caroline Haimerl, David Angulo‐García, Alessandro Torcini, Rosa Cossart, Arnaud Malvache, K. Skiker, Mounir Maouene, Gianmarco Ragognetti, Letizia Lorusso, Andrea Viggiano, Angelo Marcelli, Rosa Senatore, Antonio Parziale, Sebastiano Stramaglia, M. Pellicoro, Lucia Angelini, Enrico Amico, Hannelore Aerts, Jesús M. Cortés, Steven Laureys, Daniele Marinazzo, Iege Bassez, L. Faes, Hannes Almgren, Adeel Razi, Frederik Van de Steen, Ruth M. Krebs, Lida Kanari, Paweł Dłotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Christiaan P.J. de Kock, Henry Markram, Cheng Ly, Gary Marsat, Tom Gillespie, Malin Sandström, Mathew Abrams, Jeffrey S. Grethe, Maryann E. Martone, Robin De Gernier, Sergio Solinas, Christian Rössert, Marc Haelterman, Serge Massar, Valentina Pasquale, Vito Paolo Pastore, Sérgio Martinoia, Paolo Massobrio, Cristiano Capone, Núria Tort‐Colet, María V. Sánchez-Vives, Maurizio Mattia, Ali Almasi, Shaun L. Cloherty, David B. Grayden, Yan T. Wong, Michael R. Ibbotson, Hamish Meffin, Luke Y. Prince, Krasimira Tsaneva‐Atanasova, Jack R. Mellor, Alberto Mazzoni, Manuela Rosa, Jacopo Carpaneto, Luigi Romito, Alberto Priori, Silvestro Micera, Rosanna Migliore, Carmen Alina Lupaşcu, Francesco Franchina, Luca Bologna, Armando Romani, Sára Sáray, Werner Van Geit, Szabolcs Káli, Alex M. Thomson, Audrey Mercer, Sigrun Lange, Joanne Falck, Eilif Müller, Felix Schürmann, Dmitry Todorov, Robert Capps, William H. Barnett, Yaroslav I. Molkov, Federico Devalle, Diego Pazó, Ernest Montbrió, Gabriela Mochol, Habiba Azab, Benjamin Y. Hayden, Rubén Moreno‐Bote, Pragathi Priyadharsini Balasubramani, V. Srinivasa Chakravarthy, Vignayanandam Ravindernath Muddapu, Medorian D. Gheorghiu, Bartul Mimica, Jonathan Withlock, Raul C. Mureșan, Jennifer L. Zick, Kelsey Schultz, Rachael K. Blackman, Matthew V. Chafee, Théoden I. Netoff, Nicholas Roberts, Vivek Nagaraj, Andrew Lamperski, Logan L. Grado, Matthew D. Johnson, David P. Darrow, Davide Lonardoni, Hayder Amin, Stefano Di Marco, Alessandro Maccione, Luca Berdondini, Thierry Nieus, Marcel Stimberg, Dan F. M. Goodman, Thomas Nowotny, Veronika Koren, Valentin Dragoi, Klaus Obermayer, Samy Castro, Mariano Fernández, Wael El-Deredy, Kesheng Xu, Jean Paul Maidana, Patricio Orio, Weiliang Chen, Iain Hepburn, Francesco Casalegno, Adrien Devresse, Aleksandr Ovcharenko, Fernando Pereira, Fabien Delalondre, Erik De Schutter, Peter Bratby, Andrew R. Gallimore, Guido Klingbeil, Criseida Zamora, Yunliang Zang, Patrick Crotty, Eric Palmerduca, Alberto Antonietti, Claudia Casellato, Csaba Erö, Egidio D’Angelo, Marc-Oliver Gewaltig, Alessandra Pedrocchi, Ilja Bytschok, Dominik Dold, Johannes Schemmel, Karlheinz Meier, Mihai A. Petrovici, Hui-An Shen, Simone Carlo Surace, Jean-Pascal Pfister, Baptiste Lefebvre, Olivier Marre, Pierre Yger, Athanasia Papoutsi, Jiyoung Park, Ryan Ash, Stelios M. Smirnakis, Panayiota Poirazi, Richard A. Felix, Alexander G. Dimitrov, Christine V. Portfors, Silvia Daun, Tibor Tóth, Joanna Jędrzejewska‐Szmek, Nadine Kabbani, Kim T. Blackwel, Bahar Moezzi, Natalie Schaworonkow, Lukas Plogmacher, Mitchell R. Goldsworthy, Brenton Hordacre, Mark D. McDonnell, Nicolangelo Iannella, Michael C. Ridding, Jochen Triesch, Reinoud Maex, Karen Safaryan, Volker Steuber, Rongxiang Tang, Yi-Yuan Tang, Darya V. Verveyko, Alexey Brazhe, Andrey Yu. Verisokin, Dmitry E. Postnov, Cengiz Günay, Gabriella Panuccio, Michèle Giugliano, Astrid A. Prinz, Pablo Varona, M. I. Rabinovich, Jack E. Denham, Thomas Ranner, Netta Cohen, Maria Reva, Nelson Rebola, Tekla Kirizs, Zoltán Nusser, David A. DiGregorio, Eirini Mavritsaki, Panos Rentzelas, Nikul H. Ukani, Adam Tomkins, Chung-Heng Yeh, Wesley Bruning, Allison L. Fenichel, Yiyin Zhou, Yu-Chi Huang, Dorian Florescu, Carlos Luna Ortiz, Paul Richmond, Chung‐Chuan Lo, Daniel Coca, Ann‐Shyn Chiang, Aurel A. Lazar, Jennifer Creaser, Congping Lin, Peter Ashwin, Jon T. Brown, Thomas Ridler, Daniel Levenstein, Brendon O. Watson, György Buzsáki, John Rinzel, Rodica Curtu, Anh V. Nguyen, Sahand Assadzadeh, P. A. Robinson, Paula Sanz‐Leon, Caroline G. Forlim, Lírio Onofre Baptista de Almeida, Reynaldo D. Pinto, Francisco B. Rodrı́guez, Ángel Lareo, Caroline Garcia Forlim, Aarón Montero, Thiago Mosqueiro, Ramon Huerta, Vinicio Changoluisa, César C. Ceballos, Nilton L. Kamiji, Antônio C. Roque, William W. Lytton, Andrew Knox, Joshua J. C. Rosenthal, Svitlana Popovych, Liqing Liu, Bin Wang, Christian Grefkes, Gereon R. Fink, Nils Rosjat, Abraham Perez-Trujillo, Andrés Espinal, Marco Aurelio Sotelo-Figueroa, Iván Cruz-Aceves, Horacio Rostro‐González, Martin Zapotocky, Martina Hoskovcová, J Kopecká, Olga Ulmanová, Evžen Růžička, Matthias Gärtner, Sevil Duvarci, Jochen Roeper, Gaby Schneider, Stefan Albert, Katharina Schmack, Michiel W. H. Remme, Susanne Schreiber, Michele Migliore, Stefano Antonel, Jean-Denis Courcol, Sami Utku Çelikok, Eva M. Navarro-López, Neslihan Serap Şengör, Rahmi Elibol, Mustafa Yasir Ozdemir, Tianyi Li, Angelo Arleo, Denis Sheynikhovich, Akihiro Nakamura, Masanori Shimono, Youngjo Song, Solmoi Park, Ilhwan Choi, Jaeseung Jeong, Hee‐Sup Shin, Sadra Sadeh, Padraig Gleeson, R. Angus Silver, Alexandra Pierri Chatzikalymniou, Frances K. Skinner, Roberto C. Sotero, Loreen Hertäg, Owen Mackwood, Henning Sprekeler, Steffen Puhlmann, Simon N. Weber, David Higgins, Laura Naumann, Ramakrisnan Iyer, Ştefan Mihalaş, Valentina Ticcinelli, Tomislav Stankovski, P. V. E. McClintock, Aneta Stefanovska, Predrag Janjić, Dimitar Solev, Gerald Seifert, Ljupčo Kocarev, Christian Steinhäuser, Mehrdad Salmasi, Stefan Glasauer, Martin Stemmler, Danke Zhang, Chi Zhang, Armen Stepanyants, Julia Goncharenko, Lieke Kros, Neil Davey, Chris I. De Zeeuw, Freek E. Hoebeek, Ankur Sinha, Roderick Adams, Michael Schmuker, Maria Psarrou, Maria J. Schilstra, Benjamin Torben-Nielsen, Christoph Metzner, Achim Schweikard, Tuomo Mäki‐Marttunen, Bartosz Zurowski, Luca Faes, H Jordan, Simon M. Stringer, Elżbieta Gajewska-Dendek, Piotr Suffczyński, David C. Tam, George Zouridakis, Luca Pollonini, Mojtaba Madadi Asl, Alireza Valizadeh, Peter A. Tass, Andreas Nold, Wei Fan, Sara Konrad, Heiko Endle, Johannes Vogt, Tatjana Tchumatchenko, Juliane Herpich, Christian Tetzlaff, Jannik Luboeinski, Timo Nachstedt, Manuel Ciba, Andreas Bahmer, Christiane Thielemann, Eric S. Kuebler, Joseph S. Tauskela, Jean‐Philippe Thivierge, Rembrandt Bakker, María García‐Amado, Marian Evangelio, Francisco Clascá, Paul Tiesinga, Christopher L. Buckley, Taro Toyoizumi, Alexis Dubreuil, Rémi Monasson, Alessandro Treves, Davide Spalla, Sophie Rosay, Florence I. Kleberg, Willy Wong, Bruno de Oliveira Floriano, Toshihiko Matsuo, Tetsuya Uchida, Domenica Dibenedetto, Kâmil Uludaǧ, Abdorreza Goodarzinick, Maximilian Schmidt, Claus C. Hilgetag, Markus Diesmann, Sacha J. van Albada, Michael Fauth, Mark C. W. van Rossum, Manuel Reyes-Sánchez, Rodrigo Amaducci, Carlos Múñiz, Irene Elices, David Arroyo, Rafael Levi, Ben Cohen, Carson C. Chow, Shashaank Vattikuti, Elena Bertolotti, Raffaella Burioni, Matteo di Volo, A. Vezzani, Bayar Menzat, Tim P. Vogels, Nobuhiko Wagatsuma, Susmita Saha, Reena Kapoor, Robert R. Kerr, John Wagner, Luis Carlos García del Molino, Guangyu Robert Yang, Jorge F. Mejías, Xiao‐Jing Wang, Hanbing Song, Joseph Goodliffe, Jennifer I. Luebke, Christina M. Weaver, John Thomas, Nishant K. Sinha, Nikhita Shaju, Tomasz Maszczyk, Jing Jin, Sydney S. Cash, Justin Dauwels, M. Brandon Westover, Maryam Karimian, Michelle Moerel, Peter De Weerd, Thomas Burwick, Ronald Westra, Romesh Abeysuriya, Jonathan Hadida, Stamatios N. Sotiropoulos, Saâd Jbabdi, Mark W. Woolrich, Chama Bensmail, Borys Wróbel, Xiaolong Zhou, Zilong Ji, Xiao Liu, Yan Xia, Si Wu, Xiao Wang, Mingsha Zhang, Netanel Ofer, Orit Shefi, Gur Yaari, Ted Carnevale, Subhashini Sivagnanam, Kenneth Yoshimoto, Elena Y. Smirnova, Dmitry V. Amakhin, Sergey L. Malkin, Aleksey V. Zaitsev, Anton V. Chizhov, Margarita Zaleshina, Alexander Zaleshin, Victor J. Barranca, George Zhu, Quinton M. Skilling, Daniel Maruyama, Nicolette Ognjanovski, Sara J. Aton, Michał Żochowski, Jiaxing Wu, Scott Rich, Victoria Booth, Maral Budak, Salvador Durá-Bernal, Samuel A. Neymotin, Benjamin A. Suter, Gordon M. Shepherd, Melvin Felton, Alfred B. Yu, David L. Boothe, Kelvin S. Oie, Piotr J. Franaszczuk, Sergey A. Shuvaev, Batuhan Başerdem, Anthony M. Zador, Alexei A. Koulakov, Víctor J. López‐Madrona, Ernesto Pereda, Cláudio R. Mirasso, Santiago Canals, Stefano Masoli, Udaya Bhaskar Rongala, Anton Spanne, Henrik Jörntell, Calogero Maria Oddo, A. Vartanov, Anastasia Neklyudova, S. Kozlovskiy, A. Kiselnikov, J. Marakshina, Maria Teleńczuk, Bartosz Teleńczuk, Alain Destexhe, Paula T. Kuokkanen, Anna Kraemer, Thomas McColgan, Catherine Carr, Richard Kempter
Bibliographic record
VenueBMC Neuroscience · 2017
Typearticle
Languageen
FieldEngineering
TopicRobotics and Automated Systems
Canadian institutionsUniversity of TorontoNational Research Council CanadaUniversity of OttawaUniversity of CalgaryUniversity Health Network
FundersFP7 International CooperationNational Institute of Neurological Disorders and StrokeEngineering and Physical Sciences Research CouncilNatural Sciences and Engineering Research Council of CanadaNational Institutes of HealthDeutschen Schwindel- und GleichgewichtszentrumVlaamse regeringRegione LombardiaAgentura Pro Zdravotnický Výzkum České RepublikyRussian Science FoundationOffice of Naval ResearchUnitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si InovariiAgence Nationale de la RechercheMinistero degli Affari Esteri e della Cooperazione InternazionaleMinisterio de Economía y CompetitividadMax-Planck-GesellschaftJapan Society for the Promotion of ScienceMinistry of Education and Science of the Russian FederationConselho Nacional de Desenvolvimento Científico e TecnológicoMinistero della SaluteBundesministerium für Bildung und ForschungFundação de Amparo à Pesquisa do Estado de São PauloCHDI FoundationDeutsche ForschungsgemeinschaftAction Medical ResearchEuropean CommissionSecretaría de Educación Superior, Ciencia, Tecnología e InnovaciónConsejo Nacional de Ciencia y TecnologíaComisión Nacional de Investigación Científica y TecnológicaWellcome TrustGrantová Agentura České RepublikyNational Institute on Deafness and Other Communication DisordersUniverzita Karlova v PrazeCentre National de la Recherche ScientifiqueFondation BertarelliOffice of Naval Research GlobalEinstein Stiftung BerlinNational Science Foundation
KeywordsNeuroscienceComputational neuroscienceNeuroinformaticsCognitive scienceComputer sciencePsychologyData science
Abstract
For a complete list of authors, please look at article.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.168
Threshold uncertainty score0.562
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.168 | 0.076 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.047
GPT teacher head0.272
Teacher spread0.225 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
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Citations36
Published2017
Admission routes2
Has abstractyes