Tyler S. Davis

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 15

Top Topics

State Space Model

Kernel Ridge Regression

Machine Learning Methods

Top Venues

Publications

Ian G. Malone, Kaleb E. Smith, Morgan E. Urdaneta, Tyler S. Davis, Daria Nesterovich Anderson, Brian J. Phillip, John D. Rolston, Christopher R. Butson
Machine Learning Methods Applied to Cortico-Cortical Evoked Potentials Aid in Localizing Seizure Onset Zones. CoRR (2022)
Rhiannon L. Cowan, Tyler S. Davis, Bornali Kundu, John D. Rolston, Elliot H. Smith
Neuronal population biomarkers of temporal difference learning in human impulsive choices. MCSoC (2022)
Michael D. Paskett, Tyler S. Davis, Troy N. Tully, Mark R. Brinton, Gregory A. Clark
Portable System for Home Use Enables Closed-Loop, Continuous Control of Multi-Degree-of-Freedom Bionic Arm. EMBC (2021)
Mark R. Brinton, Elliott Barcikowski, Tyler S. Davis, Michael D. Paskett, Jacob A. George, Gregory A. Clark
Portable Take-Home System Enables Proportional Control and High-Resolution Data Logging With a Multi-Degree-of-Freedom Bionic Arm. Frontiers Robotics AI 7 (2020)
David M. Page, Suzanne M. Wendelken, Tyler S. Davis, David T. Kluger, Douglas T. Hutchinson, Jacob A. George, Gregory A. Clark
Discrimination Among Multiple Cutaneous and Proprioceptive Hand Percepts Evoked by Nerve Stimulation with Utah Slanted Electrode Arrays in Human Amputees. CoRR (2020)
Jacob A. George, Tyler S. Davis, Mark R. Brinton, Gregory A. Clark
Intuitive Neuromyoelectric Control of a Dexterous Bionic Arm Using a Modified Kalman Filter. CoRR (2019)
Michael D. Paskett, Nathaniel R. Olsen, Jacob A. George, David T. Kluger, Mark R. Brinton, Tyler S. Davis, Christopher C. Duncan, Gregory A. Clark
A Modular Transradial Bypass Socket for Surface Myoelectric Prosthetic Control in Non-Amputees. CoRR (2019)
Jacob A. George, David T. Kluger, Tyler S. Davis, Suzanne M. Wendelken, Elizaveta Okorokova, Q. He, Christopher C. Duncan, Douglas T. Hutchinson, Zachary C. Thumser, Dylan Beckler, Paul D. Marasco, Sliman J. Bensmaia, Gregory A. Clark
Biomimetic sensory feedback through peripheral nerve stimulation improves dexterous use of a bionic hand. Sci. Robotics 4 (32) (2019)
Henrique Dantas, David J. Warren, Suzanne M. Wendelken, Tyler S. Davis, Gregory A. Clark, V. John Mathews
Deep Learning Movement Intent Decoders Trained With Dataset Aggregation for Prosthetic Limb Control. IEEE Trans. Biomed. Eng. 66 (11) (2019)
Henrique Dantas, Jacob Nieven, Tyler S. Davis, Xiao Fu, Gregory A. Clark, David J. Warren, V. John Mathews
Shared Human-Machine Control for Self-Aware Prostheses. ICASSP (2018)
Jacob G. Nieveen, Yiman Zhang, Suzanne Wendelken, Tyler S. Davis, David Kluger, Jacob A. George, David J. Warren, Douglas T. Hutchinson, Christopher C. Duncan, Gregory A. Clark, V. John Mathews
Polynomial Kalman filter for myoelectric prosthetics using efficient kernel ridge regression. NER (2017)
Henrique Dantas, V. John Mathews, Suzanne M. Wendelken, Tyler S. Davis, Gregory A. Clark, David J. Warren
Neural decoding systems using Markov Decision Processes. ICASSP (2017)
Yiman Zhang, Jacob G. Nieveen, Suzanne M. Wendelken, David M. Page, Tyler S. Davis, Antônio Padilha Lanari Bó, Douglas T. Hutchinson, Gregory A. Clark, David J. Warren, Chaozhu Zhang, V. John Mathews
Individual hand movement detection and classification using peripheral nerve signals. NER (2017)
Zachary B. Kagan, Suzanne M. Wendelken, David M. Page, Tyler S. Davis, Douglas T. Hutchinson, Gregory A. Clark, David J. Warren
Linear methods for reducing EMG contamination in peripheral nerve motor decodes. EMBC (2016)
David J. Warren, Spencer S. Kellis, Jacob G. Nieveen, Suzanne M. Wendelken, Henrique Dantas, Tyler S. Davis, Douglas T. Hutchinson, Richard A. Normann, Gregory A. Clark, V. John Mathews
Recording and Decoding for Neural Prostheses. Proc. IEEE 104 (2) (2016)
Gregory A. Clark, Suzanne M. Wendelken, David M. Page, Tyler S. Davis, Heather A. C. Wark, Richard A. Normann, David J. Warren, Douglas T. Hutchinson
Using multiple high-count electrode arrays in human median and ulnar nerves to restore sensorimotor function after previous transradial amputation of the hand. EMBC (2014)