Advisory on machine learning for neural and behavioral signals, including electrophysiology, cortical rhythms, and cognitive tasks. The analysis plan depends on the recording, experiment, and research question.
Selected publications, talks, and projects related to this area. Each link opens the work and its original source.
Dr. Omar Costilla Reyes taught a 2019 MIT tutorial on neural decoding of spike trains and local field potentials with machine learning in Python. A public video and transcript of the tutorial are available.
At the 2019 Society for Neuroscience meeting in Chicago, Dr. Omar Costilla Reyes co-organized a minisymposium on AI and neuroscience. He also presented a talk on neural decoding and manifold learning.