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Over decades, neuroscience has accumulated a wealth of research results in the text modality that can be used to explore cognitive processes.
Measures of the amount of ecologic association between species
Lee R Dice · 1945
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You can’t play 20 questions with nature and win: Projective comments on the papers of this symposium
Allen Newell · 1973
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Area under the curve as a measure of discounting
Joel Myerson, Leonard Green, and Missaka Warusawitharana · 2001
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Mapping context and content: the brainmap model
Peter T Fox and Jack L Lancaster · 2002
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Bias between mni and talairach coordinates analyzed using the icbm-152 brain template
Jack L Lancaster, Diana Tordesillas-Gutiérrez, Michael Martinez, Felipe Salinas, Alan Evans, Karl Zilles, John C Mazziotta, and Peter T Fox · 2007
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Predictors of amygdala activation during the processing of emotional stimuli: a meta-analysis of 385 pet and fmri studies
Sergi G Costafreda, Michael J Brammer, Anthony S David, and Cynthia HY Fu · 2008
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Meta-analysis of 41 functional neuroimaging studies of executive function in schizophrenia
Michael J Minzenberg, Angela R Laird, Sarah Thelen, Cameron S Carter, and David C Glahn · 2009
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Neural substrates of phonological selection for japanese character kanji based on fmri investigations
Kayako Matsuo, Shen-Hsing Annabel Chen, Chih-Wei Hue, Chiao-Yi Wu, Epifanio Bagarinao, Wen-Yih Isaac Tseng, and Toshiharu Nakai · 2010
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From frequency to meaning: Vector space models of semantics
Peter D Turney and Patrick Pantel · 2010
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Role of the anterior insula in task-level control and focal attention
Steven M Nelson, Nico UF Dosenbach, Alexander L Cohen, Mark E Wheeler, Bradley L Schlaggar, and Steven E Petersen · 2010
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The integration of negative affect, pain and cognitive control in the cingulate cortex
Alexander J Shackman, Tim V Salomons, Heleen A Slagter, Andrew S Fox, Jameel J Winter, and Richard J Davidson · 2011
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Large-scale automated synthesis of human functional neuroimaging data
Tal Yarkoni, Russell A Poldrack, Thomas E Nichols, David C Van Essen, and Tor D Wager · 2011
Cited alongside, same era.
The secret lives of experiments: methods reporting in the fmri literature
Joshua Carp · 2012
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Data sharing in neuroimaging research
Jean-Baptiste Poline, Janis L Breeze, Satrajit Ghosh, Krzysztof Gorgolewski, Yaroslav O Halchenko, Michael Hanke, Christian Haselgrove, Karl G Helmer, David B Keator, Daniel S Marcus, et al · 2012
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Power failure: why small sample size undermines the reliability of neuroscience
Katherine S Button, John PA Ioannidis, Claire Mokrysz, Brian A Nosek, Jonathan Flint, Emma SJ Robinson, and Marcus R Munafò · 2013
Cited alongside, same era.
The handyman’s brain: a neuroimaging meta-analysis describing the similarities and differences between grip type and pattern in humans
Michael King, HG Rauch, Dan J Stein, and SJ Brooks · 2014
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Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, et al · 2022
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Bloom: A 176b-parameter open-access multilingual language model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, et al · 2022
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Opt: Open pre-trained transformer language models
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, et al · 2022
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Chataug: Leveraging chatgpt for text data augmentation
Haixing Dai, Zhengliang Liu, Wenxiong Liao, Xiaoke Huang, Zihao Wu, Lin Zhao, Wei Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, et al · 2023
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Neurovault. org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain
Krzysztof J Gorgolewski, Gael Varoquaux, Gabriel Rivera, Yannick Schwarz, Satrajit S Ghosh, Camille Maumet, Vanessa V Sochat, Thomas E Nichols, Russell A Poldrack, Jean-Baptiste Poline, et al · 2015
Cited alongside, same era.
From brain maps to cognitive ontologies: informatics and the search for mental structure
Russell A Poldrack and Tal Yarkoni · 2016
Cited alongside, same era.
Scibert: A pretrained language model for scientific text
Iz Beltagy, Kyle Lo, and Arman Cohan · 2019
Cited alongside, same era.
Neuroquery, comprehensive meta-analysis of human brain mapping
Jérôme Dockès, Russell A Poldrack, Romain Primet, Hande Gözükan, Tal Yarkoni, Fabian Suchanek, Bertrand Thirion, and Gaël Varoquaux · 2020
Cited alongside, same era.
Text2brain: Synthesis of brain activation maps from free-form text query
Gia H Ngo, Minh Nguyen, Nancy F Chen, and Mert R Sabuncu · 2021
Cited alongside, same era.
Impressiongpt: An iterative optimizing framework for radiology report summarization with chatgpt
Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, et al · 2023
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Summary of chatgpt/gpt-4 research and perspective towards the future of large language models
Yiheng Liu, Tianle Han, Siyuan Ma, Jiayue Zhang, Yuanyuan Yang, Jiaming Tian, Hao He, Antong Li, Mengshen He, Zhengliang Liu, et al · 2023
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Chatcad: Interactive computer-aided diagnosis on medical image using large language models
Sheng Wang, Zihao Zhao, Xi Ouyang, Qian Wang, and Dinggang Shen · 2023
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The flan collection: Designing data and methods for effective instruction tuning
Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V Le, Barret Zoph, Jason Wei, et al · 2023
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Auggpt: Leveraging chatgpt for text data augmentation, 2023
Haixing Dai, Zhengliang Liu, Wenxiong Liao, Xiaoke Huang, Yihan Cao, Zihao Wu, Lin Zhao, Shaochen Xu, Wei Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, Hongmin Cai, Lichao Sun, Quanzheng Li, Dinggang Shen, Tianming Liu, and Xiang Li · 2023
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Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Haixing Dai, Chong Ma, Zhengliang Liu, Lin Zhao, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, and Tianming Liu · 2023
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