Developmental differences of dimension complexity of hippocampal EEG during REM sleep. - Taikang Ning; J. Harry Blaise; Mariam Avagyan; Prawesh Dahal (EMBC, 2016)

Characterizing chaotic behavior of REM sleep EEG using Lyapunov exponent. - Prawesh Dahal; Mariam Avagyan; Per Sebastian Skardal; J. Harry Blaise; Taikang Ning (CISP-BMEI, 2017)

Evolving network structure of academic institutions. - Shufan Wang; Mariam Avagyan; Per Sebastian Skardal (Appl. Netw. Sci., 2017)

Generalized Approach to Matched Filtering using Neural Networks. - Jingkai Yan; Mariam Avagyan; Robert E. Colgan; Doga Veske; Imre Bartos; John N. Wright; Zsuzsa Márka; Szabolcs Márka (CoRR, 2021)

Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization. - Shiyu Wang; Mariam Avagyan; Yihan Shen; Arnaud Lamy; Tingran Wang; Szabolcs Márka; Zsuzsa Márka; John Wright 001 (CoRR, 2025)

Local Averaging Accurately Distills Manifold Structure From Noisy Data. - Yihan Shen; Shiyu Wang; Arnaud Lamy; Mariam Avagyan; John Wright 001 (CoRR, 2025)