Mod-DeepESN: Modular Deep Echo State Network. - Zachariah Carmichael; Humza Syed; Stuart Burtner; Dhireesha Kudithipudi (CoRR, 2018)

Exploiting Randomness in Deep Learning Algorithms. - Hamed Fatemi Langroudi; Cory E. Merkel; Humza Syed; Dhireesha Kudithipudi (IJCNN, 2019)

Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting. - Zachariah Carmichael; Humza Syed; Dhireesha Kudithipudi (CoRR, 2019)

Toward Near-Real-Time Training With Semi-Random Deep Neural Networks and Tensor-Train Decomposition. - Humza Syed; Ryan Bryla; Uttam K. Majumder; Dhireesha Kudithipudi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)