Matthew Mender

According to our database, Matthew Mender authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning.

Hisham Temmar, Yixuan Wang, Nina Gill, Nicholas Mellon, Chang Liu, Luis Cubillos, Rio Parsons, Joseph T. Costello, Matteo Ceradini, Madison Kelberman, Matthew Mender, Aren Hite, Dylan Wallace, Samuel R. Nason-Tomaszewski, Parag G. Patil, Matt S. Willsey, Anne Draelos, Cynthia A. Chestek

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark.

Brianna Karpowicz, Joel Ye, Chaofei Fan, Pablo Tostado-Marcos, Fabio Rizzoglio, Clayton Washington, Thiago Scodeler, Diogo de Lucena, Samuel R. Nason-Tomaszewski, Matthew Mender, Xuan Ma, Ezequiel M. Arneodo, Leigh R. Hochberg, Cynthia A. Chestek, Jaimie M. Henderson, Timothy Gentner, Vikash Gilja, Lee E. Miller, Adam Rouse, Robert A. Gaunt, Jennifer L. Collinger, Chethan Pandarinath

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces.

Luis Cubillos, Guy Revach, Matthew Mender, Joseph T. Costello, Hisham Temmar, Aren Hite, Diksha Anoop Kumar Zutshi, Dylan Wallace, Xiaoyong Ni, Madison Kelberman, Matt S. Willsey, Ruud van Sloun, Nir Shlezinger, Parag G. Patil, Anne Draelos, Cynthia A. Chestek

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces.

Joseph T. Costello, Hisham Temmar, Luis Cubillos, Matthew Mender, Dylan Wallace, Matt S. Willsey, Parag G. Patil, Cynthia A. Chestek

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023