15 citations · 16 across the 3 of their papers we have counts for
4 papers
Identifying interactions across brain areas while accounting for individual-neuron dynamics with a Transformer-based variational autoencoder
Qi Xin, Robert E. Kass
Advances in large-scale recording technologies now enable simultaneous measurements from multiple brain areas, offering new opportunities to study signal transmission across intera…
Simultaneous Inference in Multiple Matrix-Variate Graphs for High-Dimensional Neural Recordings
Zongge Liu, Heejong Bong, Zhao Ren +2
We study simultaneous inference for multiple matrix-variate Gaussian graphical models in high-dimensional settings. Such models arise when spatiotemporal data are collected across…
Cross-Population Amplitude Coupling in High-Dimensional Oscillatory Neural Time Series
Heejong Bong, Valérie Ventura, Eric A. Yttri +2
Neural oscillations have long been considered important markers of interaction across brain regions, yet identifying coordinated oscillatory activity from high-dimensional multiple…
Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data
Pengcheng Zhou, Shanna L. Resendez, Jose Rodriguez-Romaguera +8
In vivo calcium imaging through microscopes has enabled deep brain imaging of previously inaccessible neuronal populations within the brains of freely moving subjects. However, mic…