Using Deep Learning to Predict Human Decisions, and Cognitive Models to Explain Deep Learning Models
Matan Fintz, Margarita Osadchy, Uri Hertz
This paper trains a deep neural network to predict human decisions in a value-based task and uses cognitive models to explain the model's behavior, revealing task-irrelevant decision patterns.
Scientific Reports · Mar 18, 2022Peer-reviewedNeuroscience