Mingjia Hu

Psychology · Indiana University

Child and Animal Learning Development Neural and Behavioral Psychology Studies Face Recognition and Perception Visual perception and processing mechanisms Cognitive and developmental aspects of mathematical skills

Publications

Citations

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2019

Research summary

AI-generated

Mingjia Hu conducts research at the intersection of psychology and computational methods, studying how the brain processes sensory information and makes decisions, and applying machine learning tools to problems in perception and beyond. Work includes modeling how external sensory features relate to internal decision-making, as well as building neural-network and algorithm-based systems for tasks such as sleep-stage classification and gesture recognition.

Perception and decision-makingNeural networks and machine learning applicationsSleep staging and biomedical signal analysisResponse bias in cognitionPattern recognition (gestures, water quality)

Publication activity has been modest but generally increasing across the last decade, peaking around 2022-2023.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence

Publications per year over the last 10 years — averaging 1.8/year recently

Recent publications

GAC-SleepNet: A dual-structured sleep staging method based on graph structure and Euclidean structure
Computers in Biology and Medicine · 2023
Using artificial neural networks to relate external sensory features to internal decisional evidence
2023
Using convolutional neural networks to relate external sensory features to internal decisional evidence
Journal of Vision · 2023
Research on application of ReliefF and improved RVM in water quality grade evaluation
Water Science & Technology · 2022
Predictive cues reduce but do not eliminate intrinsic response bias
Cognition · 2019
Research on Gesture Based on Genetic Algorithms - Support Vector Machine
2019

Publishes in

Memory & Cognition×2
Computers in Biology and Medicine×1
Journal of Experimental Psychology Learning Memory and Cognition×1
Cognition×1
Water Science & Technology×1

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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