Publications

Dylan M Wallace, Luis Cubillos, PhD, Mira E Mutnick, Alex K Vaskov, Alicia J Davis, Theodore a Kung, Paul S Cederna, Deanna H Gates, Cynthia a Chestek (2026). Regenerative peripheral nerve interfaces (RPNIs) and implanted electrodes improve online control of prostheses for hand and wrist. Journal of Neural Engineering.
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Matthew J. Mender, Ayobami L. Ward, Luis Cubillos, PhD, Madison M. Kelberman, Joseph T. Costello, Hisham Temmar, Dylan M. Wallace, Edanjen T. Lin, Jordan LW Lam, Matthew S. Willsey (2026). Functional electrical stimulation and brain-machine interfaces for simultaneous control of wrist and finger flexion. Journal of NeuroEngineering and Rehabilitation.
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Luis Cubillos, PhD, Madison M. Kelberman, Matthew J. Mender, Aren Hite, Hisham Temmar, Matthew Willsey, Nishant Ganesh Kumar, Theodore A. Kung, Parag G. Patil, Cynthia Chestek, Chandramouli Krishnan (2026). Exploring Synergies in Brain-Machine Interfaces: Compression vs. Performance. Restorative Neurology and Neuroscience.
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Hisham Temmar, Y Wang, N Gill, Nicholas B Mellon, C Liu, Luis Cubillos, PhD, Rio I Parsons, Joseph T Costello, Madison M Kelberman, Matthew J Mender, Aren I Hite, Dylan M Wallace, Samuel R Nason-Tomaszewski, Matthew S Willsey, Parag G Patil, Anne W Draelos, Cynthia a Chestek (2025). Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning. NeurIPS 2025 Datasets and Benchmarks.
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Hisham Temmar, Matthew S Willsey, Joseph T Costello, Matthew J Mender, Luis Hernan Cubillos, Jesse C DeMatteo, Jordan LW Lam, Dylan M Wallace, Madison M Kelberman, Parag G Patil, Cynthia a Chestek (2025). Investigating the benefits of artificial neural networks over linear approaches to BMI decoding. Journal of Neural Engineering.
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Melanie J. Wang, Luis Cubillos, PhD, Theodore A. Kung, Stephen W.P. Kemp, Alison K. Snyder-Warwick, Paul S. Cederna (2025). Machine learning for Regenerative Peripheral Nerve Interface-based prosthetic control: current applications and clinical translation. Artificial Intelligence Surgery.
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Luis Cubillos, PhD, Guy Revach, Matthew J. Mender, Joseph T. Costello, Hisham Temmar, Aren Hite, Diksha Zutshi, Dylan M. Wallace, Xiaoyong Ni, Madison M. Kelberman (2024). Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces. Advances in Neural Information Processing Systems 37.
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Joseph T. Costello, Hisham Temmar, Luis Cubillos, PhD, Matthew J. Mender, Dylan M. Wallace, Madison Kelberman, Omer Benharush, Jeremy Simons, Matthew S. Willsey, Nishant Ganesh Kumar (2024). Sparse neural networks enable low-power, implantable neural interfaces. bioRxiv.
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Thomas E. Augenstein, Deepak Nagalla, Alexander Mohacey, Luis Cubillos, PhD, Mei-Hua Lee, Rajiv Ranganathan, Chandramouli Krishnan (2024). A novel virtual robotic platform for controlling six degrees of freedom assistive devices with body-machine interfaces. Computers in Biology and Medicine.
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Luis Cubillos, PhD, Elliott J. Rouse, Thomas E. Augenstein, Varun Joshi, Edward S. Claflin, Chandramouli Krishnan (2024). Reliability and minimal detectable change of stiffness and other mechanical properties of the ankle joint in standing and walking. Gait & Posture.
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