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Nikolay Manchev
ORCID
Publication Activity (10 Years)
Years Active: 2006-2024
Publications (10 Years): 4
Top Topics
E Learning
Neural Network
Biological Plausibility
Big Data
Top Venues
CoRR
J. Mach. Learn. Res.
Comput. Intell.
ICDE
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Publications
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Nikolay Manchev
,
Michael W. Spratling
Learning multi-modal recurrent neural networks with target propagation.
Comput. Intell.
40 (4) (2024)
Mariam Barry
,
Jacob Montiel
,
Albert Bifet
,
Sameer Wadkar
,
Nikolay Manchev
,
Max Halford
,
Raja Chiky
,
Saad El Jaouhari
,
Katherine B. Shakman
,
Joudi Al Fehaily
,
Fabrice Le Deit
,
Vinh-Thuy Tran
,
Eric Guerizec
StreamMLOps: Operationalizing Online Learning for Big Data Streaming & Real-Time Applications.
ICDE
(2023)
Nikolay Manchev
,
Michael W. Spratling
On the biological plausibility of orthogonal initialisation for solving gradient instability in deep neural networks.
CoRR
(2022)
Nikolay Manchev
,
Michael W. Spratling
Target Propagation in Recurrent Neural Networks.
J. Mach. Learn. Res.
21 (2020)
Nikolay Manchev
Parallel Algorithm for Run Length Encoding.
ITNG
(2006)