Proximal/Distal Modeling Framework for Pavlovian Conditioning Phenomena
Plot model
Create a TimedVector
Verify TimedVector
Average by session
Calculate response from the estimate
Calculates proximal/distal model
Constants
Fit model parameters
Is TimedVector
Objective function to fit model parameters
Proximal/Distal Modeling Framework
Fits a model of Pavlovian conditioning phenomena, such as response extinction and spontaneous recovery, and partial reinforcement extinction effects. Competing proximal and distal reward predictions, computed using fast and slow learning rates, combine according to their uncertainties and the recency of information. The resulting mean prediction drives the response rate.