3 papers
q-bio.NC2025
Data mining the functional architecture of the brain's circuitry
Adam S. Charles
The brain is a highly complex organ consisting of a myriad of subsystems that flexibly interact and adapt over time and context to enable perception, cognition, and behavior. Under…
cs.LG2024
Unsupervised discovery of the shared and private geometry in multi-view data
Sai Koukuntla, Joshua B. Julian, Jesse C. Kaminsky +4
Studying complex real-world phenomena often involves data from multiple views (e.g. sensor modalities or brain regions), each capturing different aspects of the underlying system.…
eess.IV2024
realSEUDO for real-time calcium imaging analysis
Iuliia Dmitrieva, Sergey Babkin, Adam S. Charles
Closed-loop neuroscience experimentation, where recorded neural activity is used to modify the experiment on-the-fly, is critical for deducing causal connections and optimizing exp…