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Co-authors
(34)
Benjamin Schrauwen
29
Dirk Stroobandt
16
Jan M. Van Campenhout
7
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4
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Authors
David Verstraeten
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David Verstraeten
Ghent University
Publications: 32
|
Citations: 220
|
G-Index: 14
|
H-Index: 9
The information is calculated based on the tens of millions of scholarly articles currently discoverable within Microsoft Academic Search. As more content gets indexed, the accuracy and completeness will continue to improve.
Interests:
Machine Learning & Pattern Recognition
,
Artificial Intelligence
,
Data Mining
View FAQ about top research area and research interests
Collaborated with
34 co-authors
from 2003 to 2011
; Cited by
211 authors
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Publications
(32)
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Advances in photonic reservoir computing on an integrated platform
Kristof Vandoorne
,
Martin Fiers
,
Thomas Van Vaerenbergh
,
David Verstraeten
,
Benjamin Schrauwen
,
Joni Dambre
,
Peter Bienstman
Conference:
International Conference on Transparent Optical Networks - ICTON
, pp. 1-4, 2011
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing
Pieter Buteneers
,
David Verstraeten
,
Pieter van Mierlo
,
Tine Wyckhuys
,
Dirk Stroobandt
,
Robrecht Raedt
,
Hans Hallez
,
Benjamin Schrauwen
Journal:
Artificial Intelligence in Medicine - ARTMED
, vol. 53, no. 3, pp. 215-223, 2011
Parallel Reservoir Computing Using Optical Amplifiers
Kristof Vandoorne
,
Joni Dambre
,
David Verstraeten
,
Benjamin Schrauwen
,
Peter Bienstman
Journal:
IEEE Transactions on Neural Networks
, vol. 22, no. 9, pp. 1469-1481, 2011
Photonic reservoir computing: A new approach to optical information processing
(
Citations: 1
)
Kristof Vandoorne
,
Martin Fiers
,
David Verstraeten
,
Benjamin Schrauwen
,
Joni Dambre
,
Peter Bienstman
Conference:
International Conference on Transparent Optical Networks - ICTON
, 2010
Memory versus non-linearity in reservoirs
(
Citations: 1
)
David Verstraeten
,
Joni Dambre
,
Xavier Dutoit
,
Benjamin Schrauwen
Conference:
International Symposium on Neural Networks - ISNN
, pp. 1-8, 2010
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Citations
(220 times by 142 publications)
A Constrained Regularization Approach for Input-Driven Recurrent Neural Networks
(
Citations: 1
)
R. Felix Reinhart
,
Jochen J. Steil
Published in 2011.
Architectural and Markovian factors of echo state networks
(
Citations: 2
)
Claudio Gallicchio
,
Alessio Micheli
Journal:
Neural Networks
, vol. 24, no. 5, pp. 440-456, 2011
Development and Implementation of Parameterized FPGA-Based General Purpose Neural Networks for Online Applications
(
Citations: 2
)
Alexander Gomperts
,
Abhisek Ukil
,
Franz Zurfluh
Journal:
IEEE Transactions on Industrial Informatics
, vol. 7, no. 1, pp. 78-89, 2011
Bioethanol production optimization using ACD with ESN critic
V. Iliev
,
G. Kostov
,
J. Stoycheva
,
P. Koprinkova-Hristova
,
M. Angelov
,
S. Popova
Conference:
International Symposium on Innovations in Intelligent Systems and Applications - INISTA
, 2011
Bistable memory and binary counters in spiking neural network
Joao Ranhel
,
Cacilda V. Lima
,
Julio L. R. Monteiro
,
João E. Kogler Jr
,
Marcio L. Netto
Conference:
IEEE Symposium on Foundations of Computational Intelligence - FOCI
, 2011
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