Arindrajit Paul
Research Assistant
Department of Physiology and Biophysics University of Colorado Anschutz
I work on identifying the strategies humans use in multi-timescale inference tasks where latent or hidden features are in play.
We are growing, interdisciplinary group spanning expertise in physiology, neuroscience, psychology, computer science, and applied mathematics.
Assistant Professor
Research Assistant
Department of Physiology and Biophysics University of Colorado Anschutz
I work on identifying the strategies humans use in multi-timescale inference tasks where latent or hidden features are in play.
Visiting Scholar
Universitat Pompeu Fabra
I train recurrent neural networks on latent-inference targets to investigate how hidden environmental state and task-relevant variables are represented in neural population dynamics during predictive decision-making.
Graduate Student
Neuroscience Gradaute Program University of Colorado Anschutz
My project investigated cognitive differences underlying decision making strategies in different groups using computational methods such as Bayesian modeling.
Masters Student
Department of Biostatistics University of Colorado Anschutz
I work on analyzing local field potential activity from human ECoG to identify how neural populations predict latent environmental features.
Masters Student
Department of Applied Math University of Colorado Boulder
I work on investigating how recurrent neural networks encode latent variables, and how Bayesian dynamics, heuristic shortcuts, and biases arise during training.