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阅读人脸:从特征到识别。

Reading Faces: From Features to Recognition.

机构信息

Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA; Center for Cognitive Neuroscience at Dartmouth, Dartmouth College, Hanover, NH, USA; Vicarious AI, Union City, CA, USA.

Psychological and Brain Sciences, Dartmouth College, Hanover, NH, USA; Center for Cognitive Neuroscience at Dartmouth, Dartmouth College, Hanover, NH, USA; Dipartimento di Medicina Specialistica, Diagnostica e Sperimentale (DIMES), Medical School, University of Bologna, Bologna, Italy.

出版信息

Trends Cogn Sci. 2017 Dec;21(12):915-916. doi: 10.1016/j.tics.2017.09.007. Epub 2017 Sep 19.

DOI:10.1016/j.tics.2017.09.007
PMID:28939331
Abstract

Chang and Tsao recently reported that the monkey face patch system encodes facial identity in a space of facial features as opposed to exemplars. Here, we discuss how such coding might contribute to face recognition, emphasizing the critical role of learning and interactions with other brain areas for optimizing the recognition of familiar faces.

摘要

常和曹最近报道称,猴脸贴片系统对面部特征空间进行编码,而不是对示例进行编码。在这里,我们讨论这种编码方式如何有助于人脸识别,强调学习和与其他大脑区域的相互作用对于优化对熟悉面孔的识别的关键作用。

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Reading Faces: From Features to Recognition.阅读人脸:从特征到识别。
Trends Cogn Sci. 2017 Dec;21(12):915-916. doi: 10.1016/j.tics.2017.09.007. Epub 2017 Sep 19.
2
Conserved features of the primate face code.灵长类动物面部代码的保守特征。
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Face identity coding in the deep neural network and primate brain.深度学习神经网络和灵长类动物大脑中的面部身份编码。
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Exemplar variance supports robust learning of facial identity.示例方差支持对面部身份的稳健学习。
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Familiar Face Detection in 180 ms.180毫秒内的熟悉面孔检测
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The activation of visual memory for facial identity is task-dependent: evidence from human electrophysiology.面部身份视觉记忆的激活取决于任务:来自人类电生理学的证据。
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Face learning and the emergence of view-independent face recognition: an event-related brain potential study.面孔学习与视角独立面孔识别的出现:一项事件相关脑电位研究。
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[Neural Mechanisms Underlying the Face Inversion Effect].[面部倒置效应背后的神经机制]
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A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing.一种稀疏编码模型的混合体,用于解释与整体和基于部分的处理相关的面部神经元特性。
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引用本文的文献

1
How familiarity warps representation in the face space.熟悉度如何扭曲面孔空间中的表示。
J Vis. 2020 Jul 1;20(7):18. doi: 10.1167/jov.20.7.18.
2
Idiosyncratic, Retinotopic Bias in Face Identification Modulated by Familiarity.个体差异、面孔识别的视网膜偏向受熟悉度调节。
eNeuro. 2018 Oct 4;5(5). doi: 10.1523/ENEURO.0054-18.2018. eCollection 2018 Sep-Oct.