Publications

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.

Luis H. Cubillos, 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 (2025). Exploring Synergies in Brain-Machine Interfaces: Compression vs. Performance. bioRxiv.

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. Accepted at NeurIPS 2024.

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.

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.

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.

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 (2024). Functional Electrical Stimulation and Brain-Machine Interfaces for Simultaneous Control of Wrist and Finger Flexion. bioRxiv.

Hisham Temmar, Matthew S. Willsey, Joseph T. Costello, Matthew J. Mender, Luis Cubillos, PhD, Jordan LW Lam, Dylan M. Wallace, Madison M. Kelberman, Parag G. Patil, Cynthia A. Chestek (2024). Artificial neural network for brain-machine interface consistently produces more naturalistic finger movements than linear methods. bioRxiv.

Joseph Costello, Hisham Temmar, Luis Cubillos, PhD, Matthew Mender, Dylan Wallace, Matt Willsey, Parag Patil, Cynthia Chestek (2023). Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces. Advances in Neural Information Processing Systems.

Luis Cubillos, PhD, Thomas E. Augenstein, Rajiv Ranganathan, Chandramouli Krishnan (2023). Breaking the barriers to designing online experiments: A novel open-source platform for supporting procedural skill learning experiments. Computers in Biology and Medicine.