Quantifying Generalization from Trial-by-Trial Behavior of Adaptive Systems that Learn with Basis Functions: Theory and Experiments in Human Motor Control
By Opher Donchin, Joseph T. Francis, Reza Shadmehr. Journal of Neuroscience, 2003
470 citations recorded by the source corpus.
Subfields: Cognitive Neuroscience, Social Psychology
View Paper: https://www.semanticscholar.org/paper/1b651f53058e5f27b3068a6001cc4f68a141a5d9
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Cognitive Neuroscience
- D. M. Wolpert
- David W. Franklin
- Etienne Burdet
- Mitsuo Kawato
- Jörn Diedrichsen
- Daniel Hsi-wen Liu
- Tamar Flash
- Randall Flanagan
In Social Psychology
- D. M. Wolpert
- Daniel Hsi-wen Liu
- Tamar Flash
- Jörn Diedrichsen
- Randall Flanagan
- David W. Franklin
- Mitsuo Kawato
- Etienne Burdet
Citations in the corpus
- Neural Correlates of Reach Errors (2005, unknown): “Replicating previous results (Donchin et al., 2003), the adaptation rates for the curl-field condition were on average 0.”
- Motor primitives in vertebrates and invertebrates. (2005, background): “either on velocity [68] or on both position and velocity and be gain modulated [69].”
- Use-Dependent and Error-Based Learning of Motor Behaviors (2010, methodology): “Motor behaviors such as reaching (Shadmehr and Mussa-Ivaldi, 1994; Donchin et al., 2003), eye movements (Srimal et al.”
- Evidence for the Flexible Sensorimotor Strategies Predicted by Optimal Feedback Control (2007, background): “Trial-to-trial adaptation has been found in perturbations of the hand (Thoroughman and Shadmehr, 2000; Donchin et al., 2003) but not the target (Diedrichsen et al., 2005).”
- CNS Learns Stable, Accurate, and Efficient Movements Using a Simple Algorithm (2008, methodology): “This unique feature is not found in previous models (Kawato et al., 1987; Slotine and Li, 1991; Katayama and Kawato, 1993; Burdet et al., 1998; Gribble and Ostry, 2000; Thoroughman and Shadmehr, 2000; Donchin et al., 2003; Emken et al., 2007).”
- Interacting Adaptive Processes with Different Timescales Underlie Short-Term Motor Learning (2006, unknown): “the patterns of generalization [6,7], these models all predict a”
- Motor Adaptation as a Process of Reoptimization (2008, unknown): “They interpreted those results as a characteristic of the basis functions with which the brain might be approximating the force field (Donchin et al., 2003; Wainscott et al., 2005).”
- Principles of sensorimotor learning (2011, background): “This approach is based on state–space models in which, typically, the internal state represents the estimate of the perturbation 44,48,79–81 .”