Degrees of algorithmic equivalence between the brain and its DNN models

PG Schyns, L Snoek, C Daube - Trends in Cognitive Sciences, 2022 - cell.com
Deep neural networks (DNNs) have become powerful and increasingly ubiquitous tools to
model human cognition, and often produce similar behaviors. For example, with their …

Cultural facial expressions dynamically convey emotion category and intensity information

C Chen, DS Messinger, C Chen, H Yan, Y Duan… - Current Biology, 2024 - cell.com
Communicating emotional intensity plays a vital ecological role because it provides valuable
information about the nature and likelihood of the sender's behavior. 1, 2, 3 For example …

Culturally diverse facial expression signals diminish the precision of emotion communication across cultures

C Chen, D Messinger, C Chen, H Yan, Y Duan, R Ince… - 2023 - researchsquare.com
Communicating emotional intensity provides rich information both about the nature and
likelihood of helpful or harmful behaviors. How human facial expressions achieve this …

Gauging response time distributions to examine the effect of facial expression inversion

DL Bimler, GV Paramei - Frontiers in Psychology, 2023 - frontiersin.org
Introduction We used images of facial expressions (FEs) of emotion in a speeded
Same/Different task to examine (i) distributional characteristics of response times (RTs) in …

The Brain Computes Dynamic Facial Movements for Emotion Categorization Using a Third Pathway

Y Yan, J Zhan, O Garrod, C Chen, RAA Ince, R Jack… - bioRxiv, 2024 - biorxiv.org
Recent theories suggest a new brain pathway dedicated to processing social movement is
involved in understanding emotions from biological motion, beyond the well-known ventral …

[PDF][PDF] Culturally diverse facial expression signals diminish emotion communication precision across cultures

C Chen, D Messinger, C Chen, H Yan, Y Duan… - 2020 - psyarxiv.com
Communicating emotions and their intensity is critical to adaptive action because these
signals indicate both the nature and likelihood of threat vs. safety. To communicate such rich …