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Humza Syed
ORCID
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 4
Top Topics
Learning Algorithm
Deep Learning
Decomposition Method
Echo State Networks
Top Venues
CoRR
IJCNN
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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Publications
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Humza Syed
,
Ryan Bryla
,
Uttam K. Majumder
,
Dhireesha Kudithipudi
Toward Near-Real-Time Training With Semi-Random Deep Neural Networks and Tensor-Train Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Zachariah Carmichael
,
Humza Syed
,
Dhireesha Kudithipudi
Analysis of Wide and Deep Echo State Networks for Multiscale Spatiotemporal Time Series Forecasting.
CoRR
(2019)
Hamed Fatemi Langroudi
,
Cory E. Merkel
,
Humza Syed
,
Dhireesha Kudithipudi
Exploiting Randomness in Deep Learning Algorithms.
IJCNN
(2019)
Zachariah Carmichael
,
Humza Syed
,
Stuart Burtner
,
Dhireesha Kudithipudi
Mod-DeepESN: Modular Deep Echo State Network.
CoRR
(2018)