Published and peer-reviewed papers
Published and peer-reviewed conference proceedings
Whitepapers
Notable presentations (see also some Julia Computing webinars)
Book chapters
Conference Posters
Bauman, Matthew J (2020). The impact of differentiable programming: how ∂P is enabling new science in Julia. SPLASH 2020, Chicago, IL Everywhere.
Bauman, Matthew J (2020). Learn How to Seamlessly Use Julia for Your Machine Learning Tasks. ODSC Europe, Virtual Conference.
Bauman, Matthew J; Sengupta, Avik (2019). Parallel Computing Workshop. JuliaCon 2019, Baltimore, MD.
Bauman, Matthew J (2019). Machine Learning Workshop. JuliaCon 2019, Baltimore, MD.
Bauman, Matthew J (2019). A ventral root interface for neuroprosthetic control of locomotion. Doctoral Dissertation, University of Pittsburgh, 131 pages.
Bauman, Matthew J (2018). Improving deduplication of identities.
Bauman, Matthew J (2018). Advocating for public policy change with Julia. JuliaCon 2018, London.
Bauman, Matthew J (2018). An introduction to high performance custom arrays. JuliaCon 2018, London.
Bauman, Matthew J; Boxer, Kate S; Lin, Tzu-Yun; Salomon, Erika; Naveed, Hareem; Haynes, Lauren; Walsh, Joe; Helsby, Jen; Yoder, Steve; Sullivan, Robert (2018). Reducing Incarceration through Prioritized Interventions. Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 1(6), 8. doi:10.1145/3209811.3209869
Bauman, Matthew J (2016). DIY Speed Monitoring: A Hacknight with Matt Bauman. , CMU, Pittsburgh, PA.
Bauman, Matthew J; Gaunt, Robert A; Weber, Douglas J (2014). Estimation of muscle activity from chronic single unit ventral root recordings. Society for Neuroscience 44th Annual Meeting, Washington, DC.
Debnath, Shubham; Bauman, Matthew J; Fisher, Lee E; Weber, Douglas J; Gaunt, Robert A (2014). Microelectrode array recordings from the ventral roots in chronically implanted cats. Frontiers in Neurology, 5(104), 1-9. doi:10.3389/fneur.2014.00104
Bauman, Matthew J; Gaunt, Robert A; Weber, Douglas J (2014). Estimation of Muscle Activity from Chronic Single Unit Ventral Root Recordings. Neural Interfaces Conference, Dallas, TX.
Debnath, Shubham; Bauman, Matthew J; Gaunt, Robert A; Weber, Douglas J (2013). Impedance and signal quality measurements for microelectrode arrays implanted chronically in feline spinal nerves. Society for Neuroscience 43rd Annual Meeting, San Diego, CA.
Bauman, Matthew J; Debnath, S., Gaunt, Robert A; Weber, Douglas J (2013). Chronic ventral root recordings as a source for neuroprosthetic control. Society for Neuroscience 43rd Annual Meeting, San Diego, CA.
Weber, Douglas J; Bauman, Matthew J; Fisher, Lee; Ayers, Christopher; Debnath, Shubham; Parker, Rebecca; Gaunt, Robert (2013). Spinal nerve interfaces for bidirectional communication with prosthetic limbs. 生体医工学 2013 IEEE EMBC, 51(Supplement), M–75. doi:10.11239/jsmbe.51.M-75
Bauman, Matthew J (2013). Multi-Electrode Recordings 101. Plexon Neurophysiology Workshop, Dallas, TX.
Bruns, Tim M; Wagenaar, Joost B; Bauman, Matthew J; Gaunt, Robert A; Weber, Douglas J (2013). Real-time control of hind limb functional electrical stimulation using feedback from dorsal root ganglia recordings. Journal of Neural Engineering, 10(2), 026020. doi:10.1088/1741-2560/10/2/026020
Ethier, Christian; Oby, Emily R; Bauman, Matthew J; Miller, Lee E (2012). Restoration of grasp following paralysis through brain-controlled stimulation of muscles. Nature, 485(7398), 368-371. doi:10.1038/nature10987
Bauman, Matthew J; Bruns, Tim M; Wagenaar, Joost B; Gaunt, Robert A; Weber, Douglas J (2011). Stable control of functional electrical stimulation with online feedback from dorsal root ganglion recordings. Society for Neuroscience 41st Annual Meeting, Washington, DC.
Bauman, Matthew J; Bruns, Tim M; Wagenaar, Joost B; Gaunt, Robert A; Weber, Douglas J (2011). Online feedback control of functional electrical stimulation using dorsal root ganglia recordings. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA.
Bauman, Matthew J; Bruns, Tim M; Wagenaar, Joost B; Gaunt, Robert A; Weber, Douglas J (2011). Online feedback control of functional electrical stimulation using dorsal root ganglia recordings. 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 7246-7249. doi:10.1109/IEMBS.2011.6091831
Ackermann Jr, D Michael; Ethier, Christian; Foldes, Emily L; Oby, Emily R; Tyler, Dustin; Bauman, Matthew J; Bhadra, Niloy; Miller, Lee; Kilgore, Kevin L (2011). Electrical conduction block in large nerves: High‐frequency current delivery in the nonhuman primate. Muscle & Nerve, 43(6), 897-899. doi:10.1002/mus.22037
Slutzky, Marc W; Jordan, Luke R; Bauman, Matthew J; Miller, Lee E (2010). A new rodent behavioral paradigm for studying forelimb movement. Journal of Neuroscience Methods, 192(2), 228-232. doi:10.1016/j.jneumeth.2010.07.040
Oby, Emily R; Ethier, Christian; Bauman, Matthew J; Perreault, Eric J; Ko, Jason H; Miller, Lee E (2010). Prediction of Muscle Activity from Cortical Signals to Restore Hand Grasp in Subjects with Spinal Cord Injury. In Statistical Signal Processing for Neuroscience and Neurotechnology, edited by O'Weiss, KG, 369-406. doi:0.1016/B978-0-12-375027-3.00011-9
Ethier, Christian; Oby, Emily R; Bauman, Matthew J; Miller, Lee E (2009). Real-time control of a paralyzed limb: Restoration of grasp through cortically controlled FES. Society for Neuroscience Annual Meeting, Chicago, IL.
London, Brian M; Bauman, Matthew J; Miller, Lee E (2009). Towards a bidirectional brain-machine interface: Coding properties of proprioceptive cortex. Society for Neuroscience Annual Meeting, Chicago, IL.