Chuan-Peng Lab
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The status quo, challenges, and recommendations of pre-registration in psychological science
Psychological and brain science explore human behavior and the human brain by studying volunteers who participate in these studies.
Jiawei Zhao
,
Tao Xia
,
Chuan-Peng, H
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DOI
Model comparison in cognitive modeling
Cognitive modeling has gained widespread application in psychological research, providing a robust framework for understanding complex cognitive processes.
GUO Mingqian
,
PAN Wanke
,
Chuan-Peng, H
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DOI
Big-team science does not guarantee generalizability
A new era of global ‘big-team science’studies has transformed human behaviour research.
Sakshi Ghai
,
Patrick S. Forscher
,
Hu Chuan-Peng
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DOI
Replication study on the role of dopamine-dependent prefrontal reactivations in human extinction memory retrieval
Even after successful extinction, conditioned fear can return. Strengthening the consolidation of the fear-inhibitory safety memory formed during extinction is one way to counteract return of fear.
Andres, Elena
,
Chuan-Peng, Hu
,
Meyer, Benjamin
,
Tuescher, Oliver
,
Kalisch, Raffael
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Dataset
DOI
Sample representativeness in psychological and brain science research
Psychological and brain science explore human behavior and the human brain by studying volunteers who participate in these studies.
Weibiao Liu
,
Zhiyi Chen
,
Chuan-Peng, H
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DOI
Behavioral and cognitive neuroscience findings regarding assumptions of the evidence accumulation model
The evidence accumulation model is a widely used cognitive model of human decision-making, which assumes that decision-makers continuously gather and integrate information into evidence relevant to the decision and make a decision once the accumulated evidence reaches a predefined threshold.
Yikang Liu
,
Chuan-Peng, H
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DOI
A cognitive ontological dataset for neuroimaging studies of self-reference (in Chinese)
Self-reference (or self-referential processing) refers to the cognitive processes underlying self-related information processing.
Sun, S
,
Wang, N
,
Wen, J
,
Chuan-Peng, H
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Code
Dataset
DOI
Sampling inequalities affect generalization of neuroimaging-based diagnostic classifiers in psychiatry
Background The development of machine learning models for aiding in the diagnosis of mental disorder is recognized as a significant …
Zhiyi Chen
,
Bowen Hu
,
Xuerong Liu
,
Benjamin Becker
,
... Chuan-Peng, H
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DOI
The Chinese Open Science Network (COSN) Building an Open Science Community From Scratch
Open Science is becoming a mainstream scientific ideology in psychology and related fields. However, researchers, especially early-career researchers (ECRs) in developing countries, are facing significant hurdles in engaging in Open Science and moving it forward.
Jin, H
,
Wang, Q
,
Yang, Y-F
,
Zhang, H
,
Gao, M
,
Jin, S
,
Chen, S
,
Xu, T
,
YuanRui, Z
,
Chen, J
,
Xiao, Q
,
Yang, J
,
Wang, X
,
Geng, H
,
Ge, J
,
Wang, W-W
,
Chen, X
,
Zhang, L
,
Zuo X-N
,
Chuan-Peng, Hu
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Code
DOI
贝叶斯因子序列分析:实验设计中平衡信息与效率的新方法
实验设计的关键是平衡信息量与效率。贝叶斯因子序列分析利用贝叶斯因子不断更新证据的特点,通过贝叶斯因子标准和在收集数据过程的序列分析来平衡信息量与效率.
Yuanrui Zheng
,
Hu Chuan-Peng
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DOI
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