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Topic: reaching movements

ePoster
1 ePoster

In Applied Mathematics and Artificial Intelligence

ePoster · Computational Neuroscience

Neural optimal feedback control with local learning rules

Johannes Friedrich,Siavash Golkar,Shiva Farashahi,Alexander Genkin,Anirvan Sengupta,Dmitri Chklovskii · COSYNE 2022

Thu, Mar 17, 2022

A major problem in systems neuroscience, specifically in sensory-motor control, is understanding how the brain plans and executes proper movements in the face of delayed and noisy stimuli. A prominent framework for addressing such control problems is Optimal Feedback Control (OFC). OFC generates control actions that optimize behaviorally relevant criteria by integrating noisy sensory stimuli and the predictions of an internal model using the Kalman filter or its extensions. However, a satisfactory neural model of Kalman filtering and control is lacking because existing proposals have the follo