We perturb the RNN’s preparatory activity along and against the neural shift direction. Perturbing with the shift enhances savings, while perturbing against it reduces or eliminates savings. This suggests a causal link between the trace and savings.
April 2, 2025 at 1:30 PM
We perturb the RNN’s preparatory activity along and against the neural shift direction. Perturbing with the shift enhances savings, while perturbing against it reduces or eliminates savings. This suggests a causal link between the trace and savings.
Our model predicts in silico the same neural trace of prior learning seen in vivo in monkey motor cortex (Sun, O’Shea et al., Nature 2022): A shift in preparatory activity that persists after washout, without affecting movement.
April 2, 2025 at 1:30 PM
Our model predicts in silico the same neural trace of prior learning seen in vivo in monkey motor cortex (Sun, O’Shea et al., Nature 2022): A shift in preparatory activity that persists after washout, without affecting movement.
Savings refers to faster relearning after prior exposure to a motor task. We show that an RNN trained to control a realistic model of the arm predicts savings in motor learning without any explicit cues. This suggests a neural population-level account of how savings can emerge implicitly.
April 2, 2025 at 1:30 PM
Savings refers to faster relearning after prior exposure to a motor task. We show that an RNN trained to control a realistic model of the arm predicts savings in motor learning without any explicit cues. This suggests a neural population-level account of how savings can emerge implicitly.