Article

A computational probe into the behavioral and neural markers of atypical facial emotion processing in autism.

2021-04-16

Abstract excerpt

<title>Abstract</title> <p>Despite ample behavioral evidence of atypical facial emotion processing in individuals with autism (IwA), the neural underpinnings of such behavioral heterogeneities remain unclear. Here, I have used brain-tissue mapped artificial neural network (ANN) models of primate vision to probe candidate neural and behavior markers of atypical facial emotion recognition in IwA at an image-by-imag...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: a24d10f4-8056-552e-8cac-c50eacc3385b
DOI: 10.21203/rs.3.rs-363364/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A computational probe into the behavioral and neural markers of atypical facial emotion processing in autism.DOI 10.21203/rs.3.rs-363364/v1Read

A computational probe into the behavioral and neural markers of atypical facial emotion processing in autismSemantic proximity Read

Facial expression discrimination emerges from neural subspaces shared with detection and identitySemantic proximity Read

Neural network modeling of altered facial expression recognition in autism spectrum disorders based on predictive processing frameworkSemantic proximity Read

Understanding human amygdala function with artificial neural networksSemantic proximity Read

Sensory encoding of emotion conveyed by the face and visual contextSemantic proximity Read

Behavioral characterization of dynamic facial expression perception in rhesus monkeys <i>(Macaca mulatta)</i> using naturalistic and synthetic stimuliSemantic proximity Read

Generating and Detecting Autistic Facial Expression Patterns Using Generative AI and Deep LearningSemantic proximity Read

Face identity selectivity in the deep neural network and human brainSemantic proximity Read

Large-scale hyperparameter search for predicting human brain responses in the Algonauts challengeSemantic proximity Read

Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial RobustnessSemantic proximity Read

Automatic recognition of macaque facial expressions for detection of affective statesSemantic proximity Read

How Visual Experience Shapes Face Processing: Divergent Representational Strategies Emerge from Specialized and Diverse Visual Diets in Artificial Neural NetworksSemantic proximity Read