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25th Annual Computational Neuroscience Meeting: CNS-2016.
Tatyana O. Sharpee, Alain Destexhe, Mitsuo Kawato, Vladislav Sekulić, Frances K. Skinner, Daniel K. Wójcik, Chaitanya Chintaluri, Dorottya Cserpán, Zoltán Somogyvári, Jae Kyoung Kim, Zachary P. Kilpatrick, Matthew R. Bennett, Krešimir Josić́, Irene Elices, David Arroyo, Rafael Levi, Francisco B. Rodrı́guez, Pablo Varona, Eunjin Hwang, Bowon Kim, Hio-Been Han, Tae Kim, James T Mckenna, Ritchie E. Brown, Robert W. McCarley, Jee Hyun Choi, James Rankin, Pamela Osborn Popp, John Rinzel, Alejandro Tabas, André Rupp, Emili Balaguer‐Ballester, Matias I. Maturana, David B. Grayden, Shaun L. Cloherty, Tatiana Kameneva, Michael R. Ibbotson, Hamish Meffin, Veronika Koren, Timm Lochmann, Valentin Dragoi, Klaus Obermayer, Maria Psarrou, Maria J. Schilstra, Neil Davey, Volker Steuber, Huiwen Ju, Michael L. Hines, Liang Chen, Jimin Kim, Will Leahy, Eli Shlizerman, Richard C. Gerkin, Sharon Crook, Atthaphon Viriyopase, Yuri Dabaghian, Luca Perotti, Lisa M. Fenk, Chang Zhao, Yves F. Widmer, Simon G. Sprecher, Geir Halnes, Daniel Keller, Ole A. Andreassen, Gaute T. Einevoll, Moira L. Steyn‐Ross, John D. Murray, Henry Kennedy, Alexandra Kruscha, Jan Grewe, Laurent Badel, Yoshiko Tsuchimoto, Hokto Kazama, B. Kahng, David C. Tam, Luca Pollonini, George Zouridakis, Jaehyun Soh, DaeEun Kim, Minsu Yoo, Viviana Culmone, Ingo Bojak, Andrea Ferrario, Roman Borisyuk, Chang Sub Kim, Taro Tezuka, Pangyu Joo, Shawn D. Burton, Jaeseung Jeong, Petr Maršálek, Hoon-Hee Kim, Yaroslav I. Molkov, Khaldoun Hamade, Wondimu Teka, William H. Barnett, Taegyo Kim, Sergey N. Markin, Ilya A. Rybak, László Demkó, János Vörös, Andrey Babichev, Haiping Huang, Christoph Metzner, Bartosz Zurowski, James P. Roach, Leonard M. Sander, Quinton M. Skilling, Nicolette Ognjanovski, Sara J. Aton, Guang Ouyang, Mingsha Zhang, Changsong Zhou, Peter A. Robinson, Paula Sanz‐Leon, P. M. Drysdale, Felix Fung, Romesh Abeysuriya, Xuelong Zhao, Yoonsuck Choe, Huei‐Fang Yang, Yuanyuan Mi, Si Wu, Joscha Liedtke, Fred W. Wolf, Jeffery R. Wickens, Timothy Rumbell, Julia Ramsey, Amy Reyes, Patrick R. Hof, Jennifer I. Luebke, Christina M. Weaver, Hu He, Xu Yang, Hailin Ma, Zhiheng Xu, Yuzhe Wang, Kwangyeol Baek, Laurel Morris, Prantik Kundu, Valerie Voon, Everton J. Agnes, Pradeep Kuravi, Rufin Vogels, Alexander Seeholzer, Rajnish Ranjan, Joaquı́n J. Torres, Fabiano Baroni, Roberto Latorre, Bart Gips, Eric Lowet, Mark Roberts, Peter De Weerd, Ole Jensen, Jan van der Eerden, M. D. Niry, Alireza Valizadeh, Aref Pariz, Shervin S. Parsi, Julia M. Warburton, Lucia Marucci, Francesco Tamagnini, Florence I. Kleberg, Jochen Triesch, Bahar Moezzi, Nicolangelo Iannella, Natalie Schaworonkow, Lukas Plogmacher, Mitchell R. Goldsworthy, Brenton Hordacre, Mark D. McDonnell, Michael C. Ridding, Daniel Šmít, Coralie Fouquet, Alain Trembleau, Sakyasingha Dasgupta, Isao Nishikawa, Kazuyuki Aihara, Taro Toyoizumi, Daniel T. Robb, Nick Mellen, Natalia Toporikova, Rongxiang Tang, Yi‐Yuan Tang, Guangsheng Liang, Seth Kiser, James H. Howard, Julia Goncharenko, Sergej O. Voronenko, Tosif Ahamed, Greg J. Stephens, Pierre Yger, Baptiste Lefebvre, Giulia Lia Beatrice Spampinato, Elric Esposito, Hansol Choi, Min-Ho Song, SueYeon Chung, Dan D. Lee, Haim Sompolinsky, Ryan S. Phillips, Jeffrey C. Smith, Alexandra Pierri Chatzikalymniou, Katie Ferguson, Claudia Clopath, S. L. Wu, Padraig Gleeson, Bóris Marin, Sadra Sadeh, Adrián Quintana, Matteo Cantarelli, William W. Lytton, Andrew P. Davison, Luozheng Li, Wenhao Zhang, Dahui Wang, Youngjo Song, Solmoi Park, Ilhwan Choi, Hannah Choi, Anitha Pasupathy, Eric Shea‐Brown, Dongsung Huh, Terrence J. Sejnowski, Simon Vogt, Arvind Kumar, Robert J. Schmidt, Steven J. Schiff, Richard Veale, Matthias Scheutz, Sang Wan Lee, Júlia V. Gallinaro, Stefan Rotter, Leonid L. Rubchinsky, Chung Ching Cheung, Safura Rashid Shomali, Majid Nili Ahmadabadi, Hideaki Shimazaki, Xiaochen Zhao, Malte J. Rasch, Viola Priesemann, Anna Levina, Richard E. Spinney, Mikail Rubinov, Michael Wibral, Ji Hyun Bak, Jonathan W. Pillow, Yuan Zaho, J K Kang, Jaeson Jang, Se‐Bum Paik, Woochul Choi, Changju Lee, Min Song, Hyeonsu Lee, Ergin Yilmaz, Mahmut Özer, Daniel Saska, Thomas Nowotny, Ho Ka Chan, Alan Diamond, Axel Hutt, Jérémie Lefebvre, Philipp Weidel, Renato Duarte, Abigail Morrison, Jung H. Lee, Ramakrishnan Iyer, Ştefan Mihalaş, Mihai A. Petrovici, Luziwei Leng, Oliver Breitwieser, David Stöckel, Ilja Bytschok, Roman Martel, Johannes Bill, Johannes Schemmel, Karlheinz Meier, Timothy B. Esler, Anthony N. Burkitt, Robert R. Kerr, Bahman Tahayori, Max Nolte, Michael Reimann, Henry Markram, Antonio Parziale, Rosa Senatore, Angelo Marcelli, K. Skiker, Mounir Maouene, Samuel A. Neymotin, Alexandra H. Seidenstein, Péter Lakatos, Terence D. Sanger, Rosemary J. Menzies, Campbell McLauchlan, David Jacob Kedziora, Cliff C. Kerr, Juhyoung Ryu, Sang‐Hun Lee, Joonwon Lee, Daeseob Lim, Jisung Wang, Heonsoo Lee, Nam Jung, Seung Eun Maeng, Tae Ho Lee, Jae W. Lee, Chang-Hyun Park, Sora Ahn, Jangsup Moon, Yun Seo Choi, Juhee Kim, Sang Beom Jun, Seung Jun Lee, Sumin Jo, Eunji Jun, Suin Yu, Felix Goetze, Jeehyun Kwag, Hyun Jae Jang, Ramón Reig, Ad Aertsen, Gilad Silberberg, Claudia Bachmann, Simone Buttler, Heidi I.L. Jacobs, Kim van Dillen, Gereon R. Fink, Juraj Kukolja, Daniel Kepple, Hamza Giaffar, Dima Rinberg, Steven J. Shea, Alex Koulakov, Jyotika Bahuguna, Tom Tetzlaff, Jeanette Hellgren Kotaleski, Tim Kunze, Andre D. H. Peterson, Thomas R. Knösche, Min Jung Kim, Ho‐Jeong Kim, Ji Sung Park, Ji Won Yeon, Sung-Phil Kim, Chungho Lee, Andreas Spiegler, Spase Petkoski, Viktor Jirsa, Maria Luisa Saggio, Silvan F. Siep, William C. Stacey, Yong Jeong, Su Hyun Kim, Jeungmin Lee, Jaehyung Kwon, Jerald D. Kralik, Sang‐Min Park, Seong-Kyun Kim, Hyoungkyu Kim, Sangsup Yoon, Sewoong Lim, Choongseok Park, Thomas Miller, Katie N. Clements, Fadi A. Issa, Jeonghun Baek, Shigeyuki Oba, Junichiro Yoshimoto, Kenji Doya, Shin Ishii, Thiago Mosqueiro, Brian E. Smith, Ramón Huerta, Michal Hadrava, Jaroslav Hlinka, Hannah Bos, Moritz Helias, Charles M. Welzig, Zachary J. Harper, Won Sup Kim, In-Seob Shin, Hyeon‐Man Baek, Seung Kee Han, R. Richter, Julien Vitay, Frederick Beuth, Fred H. Hamker, Bruce Graham, Penelope J. Kale, Leonardo L. Gollo, Merav Stern, L. F. Abbott, Leonid Fedorov, Mohammad Hovaidi Ardestani, Mohammad Javad Faraji, Kerstin Preuschoff, Wulfram Gerstner, Jeroen J. Briaire, Randy K. Kalkman, Johan H. M. Frijns, Won Hee Lee, Sophia Frangou, Ben Fulcher, Patricia H. P. Tran, Alex Fornito, S. Gliske, Katherine A. Holman, Christian G. Fink, Jinseop Kim, Shang Mu, Kevin L. Briggman, Detlef Wegener, Lisa Bohnenkamp, Udo Ernst, Anna Devor, Anders M. Dale, Glenn Terje Lines, Andy Edwards, Aslak Tveito, Espen Hagen, Johanna Senk, Markus Diesmann, Maximilian Schmidt, Rembrandt Bakker, Kelly Shen, Gleb Bezgin, Haoqi Sun, Olga Sourina, Guang-Bin Huang, Felix Klanner, Cornelia Denk, Katharina Glomb, Matthieu Gilson, Petra Ritter, Gustavo Deco, Maria A. G. Witek, Eric Clarke, Mads Hansen, Mikkel Wallentin, Morten L. Kringelbach, Peter Vuust, Guido Klingbeil, Erik De Schutter, Wei‐Liang Chen, Sungho Hong, Akira Takashima, Criseida Zamora, Andrew R. Gallimore, Philippa J. Karoly, Dean R. Freestone, Daniel Soundry, Levin Kuhlmann, Paninski Liam, Mark Cook, Jae‐Jin Lee, Yonatan I. Fishman, Yale E. Cohen, Luca Cocchi, Yann Sweeney, Soohyun Lee, Woo-Sung Jung, Youngsoo Kim, Younginha Jung, Frédéric Chavane, Karthik Soman, Vignesh Muralidharan, Hima Mehta, Braden A. W. Brinkman, Tyler Kekona, Fred Rieke, Michael A. Buice, Maurizio De Pittà, Hugues Berry, Nicolas Brunel, Michael Breakspear, Gary Marsat, Jordan Drew, Phillip Chapman, Kevin C. Daly, Sat Byul Seo, Jianzhong Su, Justin Blackwell, LieJune Shiau, Laure Buhry, Kanishka Basnayake, Sue‐Hyun Lee, Brandon A. Levy, Chris I. Baker, Timothée Leleu, Ryan T. Philips, Karishma Chhabria
Bibliographic record
VenueheiDOK (Heidelberg University) · 2016
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCell Image Analysis Techniques
Canadian institutionsnot available
FundersCentre of Excellence for Integrative Brain Function, Australian Research CouncilAustralian Research CouncilNatural Sciences and Engineering Research Council of CanadaKorea Advanced Institute of Science and TechnologyNational Institute of General Medical SciencesHungarian Scientific Research FundPOSCO TJ Park FoundationNational Institutes of HealthNational Science FoundationNarodowym Centrum NaukiWelch Foundation
KeywordsNeuroscienceNeuroinformaticsComputational neuroscienceCognitive scienceComputer sciencePsychology
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.787
Threshold uncertainty score0.538
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 head0.007
GPT teacher head0.215
Teacher spread0.209 · 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 teacher head, not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical
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".
Quick stats
Citations0
Published2016
Admission routes1
Has abstractno