Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1069-0
D. R. Quiroga-Martinez, L. Bonetti, Robert Knight, P. Vuust
{"title":"Representational dynamics of listened and imagined musical sound sequences","authors":"D. R. Quiroga-Martinez, L. Bonetti, Robert Knight, P. Vuust","doi":"10.32470/ccn.2022.1069-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1069-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"157 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123334899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1202-0
Linda Yu, Matthew R. Nassar
{"title":"Grid representations for efficient generalization","authors":"Linda Yu, Matthew R. Nassar","doi":"10.32470/ccn.2022.1202-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1202-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114622528","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1089-0
Catherine Chen, Tom Dupré la Tour, J. Gallant, Daniel Klein, Fatma Deniz
{"title":"The Cortical Representation of Linguistic Structures at Different Timescales is Shared between Reading and Listening","authors":"Catherine Chen, Tom Dupré la Tour, J. Gallant, Daniel Klein, Fatma Deniz","doi":"10.32470/ccn.2022.1089-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1089-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116302102","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1060-0
Danny da Costa, Lukas Kornemann, R. Goebel, M. Senden
{"title":"ConvNets Develop Characteristics of Visual Cortex when Receiving Retinal Input","authors":"Danny da Costa, Lukas Kornemann, R. Goebel, M. Senden","doi":"10.32470/ccn.2022.1060-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1060-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130241459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1255-0
Sreejan Kumar, T. Sumers, Takateru Yamakoshi, Ariel Goldstein, U. Hasson, K. Norman, Thomas L. Griffiths, Robert D. Hawkins, Samuel A. Nastase
{"title":"Reconstructing the cascade of language processing in the brain using the internal computations of transformer language models","authors":"Sreejan Kumar, T. Sumers, Takateru Yamakoshi, Ariel Goldstein, U. Hasson, K. Norman, Thomas L. Griffiths, Robert D. Hawkins, Samuel A. Nastase","doi":"10.32470/ccn.2022.1255-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1255-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134539291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1290-0
Gal Vishne, E. Gerber, R. Knight, L. Deouell
{"title":"Multivariate Representation of Sustained Visual Content in a No-Report Paradigm","authors":"Gal Vishne, E. Gerber, R. Knight, L. Deouell","doi":"10.32470/ccn.2022.1290-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1290-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133960426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1214-0
Ivan Felipe Rodriguez Rodriguez, Drew A. Linsley, Thomas Fel, Thomas Serre
{"title":"Deep neural networks face a fundamental trade-off to explain human vision","authors":"Ivan Felipe Rodriguez Rodriguez, Drew A. Linsley, Thomas Fel, Thomas Serre","doi":"10.32470/ccn.2022.1214-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1214-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132100555","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1043-0
Margaret M. Henderson, M. Tarr, Leila Wehbe
{"title":"Informative associations between feature, spatial, and category selectivity in human visual cortex","authors":"Margaret M. Henderson, M. Tarr, Leila Wehbe","doi":"10.32470/ccn.2022.1043-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1043-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128868508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1312-0
Akshay V. Jagadeesh, Justin L. Gardner
{"title":"Is attention necessary for object perception?","authors":"Akshay V. Jagadeesh, Justin L. Gardner","doi":"10.32470/ccn.2022.1312-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1312-0","url":null,"abstract":"","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133751180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.32470/ccn.2022.1098-0
Jin Ke, Yuan Chang Leong
: Our thoughts and actions are guided by our ongoing affective experience. Affective states are often measured using self-report ratings, which are labor intensive to collect and can also disrupt ongoing cognition if obtained while performing a task. In this study, we aim to 1) derive a continuous and non-intrusive measure of affective experience based on dynamic functional connectivity (FC), and 2) characterize the interaction between brain regions underlying changes in affective states. We trained a connectome-based predictive model to predict subjective ratings of valence, arousal and dominance from fMRI data of participants watching a TV episode. All three models achieved reasonable accuracy (valence: r = .486, p = .018; arousal: r = .519, p = .002; dominance: r = .602, p = .008). FC edges within and between multiple large-scale functional brain networks reliably contributed to model predictions, suggesting that affective states are encoded in the interactions between brain regions. Taken together, our work presents a promising approach to probe affective experience based on brain imaging data.
当前位置我们的思想和行为受到我们持续的情感体验的引导。情感状态通常是用自我报告评分来衡量的，这是一项劳动密集型的收集工作，如果在执行任务时获得，也会破坏正在进行的认知。在这项研究中，我们的目标是1)基于动态功能连接(FC)推导出一种持续的、非侵入性的情感体验测量方法;2)表征情感状态变化背后的大脑区域之间的相互作用。我们训练了一个基于连接体的预测模型，从观看电视节目的参与者的fMRI数据中预测对效价、唤醒和支配的主观评分。三种模型均达到了合理的准确度(效价:r = .486, p = .018;唤醒:r = .519, p = .002;优势:r = .602, p = .008)。多个大规模功能脑网络内部和之间的FC边缘可靠地有助于模型预测，这表明情感状态是在大脑区域之间的相互作用中编码的。综上所述，我们的工作提出了一种基于脑成像数据探索情感体验的有前途的方法。
{"title":"A Connectome-based Predictive Model of Affective Experience During Naturalistic Viewing","authors":"Jin Ke, Yuan Chang Leong","doi":"10.32470/ccn.2022.1098-0","DOIUrl":"https://doi.org/10.32470/ccn.2022.1098-0","url":null,"abstract":": Our thoughts and actions are guided by our ongoing affective experience. Affective states are often measured using self-report ratings, which are labor intensive to collect and can also disrupt ongoing cognition if obtained while performing a task. In this study, we aim to 1) derive a continuous and non-intrusive measure of affective experience based on dynamic functional connectivity (FC), and 2) characterize the interaction between brain regions underlying changes in affective states. We trained a connectome-based predictive model to predict subjective ratings of valence, arousal and dominance from fMRI data of participants watching a TV episode. All three models achieved reasonable accuracy (valence: r = .486, p = .018; arousal: r = .519, p = .002; dominance: r = .602, p = .008). FC edges within and between multiple large-scale functional brain networks reliably contributed to model predictions, suggesting that affective states are encoded in the interactions between brain regions. Taken together, our work presents a promising approach to probe affective experience based on brain imaging data.","PeriodicalId":341186,"journal":{"name":"2022 Conference on Cognitive Computational Neuroscience","volume":"459 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115367581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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