Cross-Spectral Factor Analysis. - Neil Gallagher; Kyle R. Ulrich; Austin Talbot; Kafui Dzirasa; Lawrence Carin; David E. Carlson (NIPS, 2017)

Directed Spectrum Measures Improve Latent Network Models Of Neural Populations. - Neil Gallagher; Kafui Dzirasa; David E. Carlson (NeurIPS, 2021)

Interpretable Factor Models of Latent Brain Networks Associated with Stress and Depression. - Neil Gallagher (2021)

Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility. - Liyun Tu; Austin Talbot; Neil Gallagher; David E. Carlson (IEEE Trans. Signal Process., 2022)

Generalizing CNNs to graphs with learnable neighborhood quantization. - Isaac Osafo Nkansah; Neil Gallagher; Ruchi Sandilya; Conor Liston; Logan Grosenick (NeurIPS, 2024)