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Bridging the Gap between Brain Activity and Cognition: Beyond the Different Tales of fMRI Data Analysis.

作者信息

Di Bono Maria G, Priftis Konstantinos, Umiltà Carlo

机构信息

Department of General Psychology, University of Padova Padova, Italy.

出版信息

Front Neurosci. 2017 Jan 31;11:31. doi: 10.3389/fnins.2017.00031. eCollection 2017.

DOI:10.3389/fnins.2017.00031
PMID:28197069
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5281568/
Abstract
摘要

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Brain Behav. 2015 Oct 21;5(11):e00412. doi: 10.1002/brb3.412. eCollection 2015 Nov.
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Multivariate cross-classification: applying machine learning techniques to characterize abstraction in neural representations.多变量交叉分类:应用机器学习技术来刻画神经表征中的抽象特征。
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Deep generative learning of location-invariant visual word recognition.位置不变视觉词识别的深度生成学习。
Front Psychol. 2013 Sep 19;4:635. doi: 10.3389/fpsyg.2013.00635. eCollection 2013.
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Space coding for sensorimotor transformations can emerge through unsupervised learning.感觉运动转换的空间编码可以通过无监督学习产生。
Cogn Process. 2012 Aug;13 Suppl 1:S141-6. doi: 10.1007/s10339-012-0478-4.
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The ubiquity of small-world networks.小世界网络的普遍性。
Brain Connect. 2011;1(5):367-75. doi: 10.1089/brain.2011.0038. Epub 2011 Nov 14.
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Emergence of a 'visual number sense' in hierarchical generative models.分层生成模型中“视觉数感”的出现。
Nat Neurosci. 2012 Jan 8;15(2):194-6. doi: 10.1038/nn.2996.