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PLOS Computational Biology  
An inductive bias for slowly changing features in human reinforcement learning

Noa L. Hedrich, Eric Schulz, Sam Hall-McMaster, Nicolas W. Schuck

Research Article | published 25 Nov 2024 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1012568

Views: 739Citations: 0Saves: 0 • Shares: 0

A Computational Framework for Understanding the Impact of Prior Experiences on Pain Perception and Neuropathic Pain

Malin Ramne, Jon Sensinger

Research Article | published 31 Oct 2024 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1012097

Views: 538Citations: 0Saves: 0 • Shares: 0

Integrating information from historical data into mechanistic models for influenza forecasting

Alessio Andronico, Juliette Paireau, Simon Cauchemez

Research Article | published 30 Oct 2024 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1012523

Views: 603Citations: 0Saves: 1 • Shares: 0

Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter

Jolanda Malamud, Sinan Guloksuz, Ruud van Winkel, Philippe Delespaul, Marc A. F. De Hert, Catherine Derom, Evert Thiery, Nele Jacobs, Bart P. F. Rutten, Quentin J. M. Huys

Research Article | published 23 Sep 2024 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1012457

Views: 1022Citations: 0Saves: 0 • Shares: 0

Dopamine encoding of novelty facilitates efficient uncertainty-driven exploration

Yuhao Wang, Armin Lak, Sanjay G. Manohar, Rafal Bogacz

Research Article | published 16 Apr 2024 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1011516

Views: 1380Citations: 2Saves: 8 • Shares: 9

Predictive coding networks for temporal prediction

Beren Millidge, Mufeng Tang, Mahyar Osanlouy, Nicol S. Harper, Rafal Bogacz

Research Article | published 01 Apr 2024 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1011183

Views: 3259Citations: 12Saves: 28 • Shares: 5

Switching state-space modeling of neural signal dynamics

Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon

Research Article | published 28 Aug 2023 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1011395

Views: 2679Citations: 8Saves: 15 • Shares: 4

Mechanisms of sensorimotor adaptation in a hierarchical state feedback control model of speech

Kwang S. Kim, Jessica L. Gaines, Benjamin Parrell, Vikram Ramanarayanan, Srikantan S. Nagarajan, John F. Houde

Research Article | published 28 Jul 2023 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1011244

Views: 1832Citations: 9Saves: 15 • Shares: 1

Bayesian parameter estimation for dynamical models in systems biology

Nathaniel J. Linden, Boris Kramer, Padmini Rangamani

Research Article | published 21 Oct 2022 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1010651

Views: 6635Citations: 46Saves: 59 • Shares: 11

Optimal control methods for nonlinear parameter estimation in biophysical neuron models

Nirag Kadakia

Research Article | published 15 Sep 2022 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1010479

Views: 1816Citations: 1Saves: 0 • Shares: 0

Uncertainty–guided learning with scaled prediction errors in the basal ganglia

Moritz Möller, Sanjay Manohar, Rafal Bogacz

Research Article | published 27 May 2022 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1009816

Views: 1796Citations: 8Saves: 0 • Shares: 0

Combination and competition between path integration and landmark navigation in the estimation of heading direction

Sevan K. Harootonian, Arne D. Ekstrom, Robert C. Wilson

Research Article | published 10 Feb 2022 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1009222

Views: 3618Citations: 22Saves: 46 • Shares: 13

Optimal prediction with resource constraints using the information bottleneck

Vedant Sachdeva, Thierry Mora, Aleksandra M. Walczak, Stephanie E. Palmer

Research Article | published 08 Mar 2021 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1008743

Views: 3656Citations: 13Saves: 33 • Shares: 4

Uncertainty-driven regulation of learning and exploration in adolescents: A computational account

Marieke Jepma, Jessica V. Schaaf, Ingmar Visser, Hilde M. Huizenga

Research Article | published 30 Sep 2020 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1008276

Views: 4174Citations: 37Saves: 70 • Shares: 5

Modeling time-varying brain networks with a self-tuning optimized Kalman filter

D. Pascucci, M. Rubega, G. Plomp

Research Article | published 17 Aug 2020 PLOS Computational Biology

https://doi.org/10.1371/journal.pcbi.1007566

Views: 5578Citations: 37Saves: 58 • Shares: 12

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