Learning leaves a memory trace in motor cortex.

Autor: Losey DM; Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA., Hennig JA; Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA., Oby ER; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA., Golub MD; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Department of Electrical Engineering, Stanford University, Stanford, CA 94305, USA; Paul G. Allen School of Computer Science & Engineering, University of Washington, Seattle, WA 98195, USA., Sadtler PT; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA., Quick KM; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA., Ryu SI; Department of Electrical Engineering, Stanford University, Stanford, CA 94305, USA; Department of Neurosurgery, Palo Alto Medical Foundation, Palo Alto, CA 94301, USA., Tyler-Kabara EC; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA 15213, USA; Department of Neurosurgery, Dell Medical School, University of Texas at Austin, Austin, TX 78712, USA., Batista AP; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA. Electronic address: aaron.batista@pitt.edu., Yu BM; Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA. Electronic address: byronyu@cmu.edu., Chase SM; Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA 15213, USA; Center for the Neural Basis of Cognition, Pittsburgh, PA 15213, USA; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA. Electronic address: schase@andrew.cmu.edu.

Publikováno v: Current biology : CB [Curr Biol] 2024 Apr 08; Vol. 34 (7), pp. 1519-1531.e4. Date of Electronic Publication: 2024 Mar 25.

Constraints on neural redundancy.

Autor: Hennig JA; Program in Neural Computation, Carnegie Mellon University, Pittsburgh, United States.; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Machine Learning Department, Carnegie Mellon University, Pittsburgh, United States., Golub MD; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, United States., Lund PJ; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Machine Learning Department, Carnegie Mellon University, Pittsburgh, United States.; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, United States., Sadtler PT; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States., Oby ER; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States., Quick KM; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States., Ryu SI; Department of Neurosurgery, Palo Alto Medical Foundation, California, United States.; Department of Electrical Engineering, Stanford University, California, United States., Tyler-Kabara EC; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, United States.; Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, United States., Batista AP; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, United States., Yu BM; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, United States.; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, United States., Chase SM; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, United States.; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, United States.

Publikováno v: ELife [Elife] 2018 Aug 15; Vol. 7. Date of Electronic Publication: 2018 Aug 15.

Learning by neural reassociation.

Autor: Golub MD; Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA.; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA.; Department of Electrical Engineering, Stanford University, Stanford, CA, USA., Sadtler PT; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.; Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA, USA., Oby ER; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.; Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA, USA., Quick KM; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.; Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA, USA., Ryu SI; Department of Electrical Engineering, Stanford University, Stanford, CA, USA.; Department of Neurosurgery, Palo Alto Medical Foundation, Palo Alto, CA, USA., Tyler-Kabara EC; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA, USA.; Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, PA, USA., Batista AP; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.; Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA, USA., Chase SM; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA. schase@cmu.edu.; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. schase@cmu.edu., Yu BM; Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. byronyu@cmu.edu.; Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA. byronyu@cmu.edu.; Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA. byronyu@cmu.edu.

Publikováno v: Nature neuroscience [Nat Neurosci] 2018 Apr; Vol. 21 (4), pp. 607-616. Date of Electronic Publication: 2018 Mar 12.

Extracting Low-Dimensional Latent Structure from Time Series in the Presence of Delays.

Autor: Lakshmanan KC; Robotics Institute and Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A. karthikl@cs.cmu.edu., Sadtler PT; Department of Bioengineering, Center for the Neural Basis of Cognition, and Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA 15261, U.S.A. patrick.t.sadtler@gmail.com., Tyler-Kabara EC; Department of Neurological Surgery, Department of Bioengineering, and Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15261, U.S.A. Elizabeth.Tyler-Kabara@chp.edu., Batista AP; Department of Bioengineering, Center for the Neural Basis of Cognition, and Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA 15261, U.S.A. apb10@pitt.edu., Yu BM; Department of Electrical Engineering and Computer Engineering, Department of Biomedical Engineering, and Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA 15213, U.S.A. byronyu@cmu.edu.

Publikováno v: Neural computation [Neural Comput] 2015 Sep; Vol. 27 (9), pp. 1825-56. Date of Electronic Publication: 2015 Jun 16.

Brain-computer interface control along instructed paths.

Autor: Sadtler PT; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA. Center for the Neural Basis of Cognition, Carnegie Mellon University, Pittsburgh, PA, USA. Systems Neuroscience Institute, University of Pittsburgh, Pittsburgh, PA, USA., Ryu SI, Tyler-Kabara EC, Yu BM, Batista AP

Publikováno v: Journal of neural engineering [J Neural Eng] 2015 Feb; Vol. 12 (1), pp. 016015. Date of Electronic Publication: 2015 Jan 21.