Savitha Ramasamy
Savitha Ramasamy
Institute of Infocomm Research; Senior Member, IEEE
Verifisert e-postadresse på i2r.a-star.edu.sg - Startside
Tittel
Sitert av
Sitert av
År
Complex-valued neural networks: Advances and applications
A Hirose
John Wiley & Sons, 2013
1452013
A fully complex-valued radial basis function network and its learning algorithm
R Savitha, S Suresh, N Sundararajan
International Journal of Neural Systems 19 (04), 253-267, 2009
1102009
Metacognitive learning in a fully complex-valued radial basis function neural network
R Savitha, S Suresh, N Sundararajan
Neural Computation 24 (5), 1297-1328, 2012
992012
A sequential learning algorithm for complex-valued self-regulating resource allocation network-CSRAN
S Suresh, R Savitha, N Sundararajan
IEEE Transactions on Neural Networks 22 (7), 1061-1072, 2011
772011
A meta-cognitive learning algorithm for an extreme learning machine classifier
R Savitha, S Suresh, HJ Kim
Cognitive Computation 6 (2), 253-263, 2014
722014
Fast learning circular complex-valued extreme learning machine (CC-ELM) for real-valued classification problems
R Savitha, S Suresh, N Sundararajan
Information sciences 187, 277-290, 2012
712012
A new learning algorithm with logarithmic performance index for complex-valued neural networks
R Savitha, S Suresh, N Sundararajan, P Saratchandran
Neurocomputing 72 (16-18), 3771-3781, 2009
642009
A meta-cognitive learning algorithm for a fully complex-valued relaxation network
R Savitha, S Suresh, N Sundararajan
Neural Networks 32, 209-218, 2012
622012
A fully complex-valued radial basis function classifier for real-valued classification problems
R Savitha, S Suresh, N Sundararajan, HJ Kim
Neurocomputing 78 (1), 104-110, 2012
622012
A meta-cognitive interval type-2 fuzzy inference system and its projection based learning algorithm
K Subramanian, AK Das, S Sundaram, S Ramasamy
Evolving Systems 5 (4), 219-230, 2014
602014
A complex-valued neuro-fuzzy inference system and its learning mechanism
K Subramanian, R Savitha, S Suresh
Neurocomputing 123, 110-120, 2014
592014
Projection-based fast learning fully complex-valued relaxation neural network
R Savitha, S Suresh, N Sundararajan
IEEE Transactions on Neural Networks and Learning Systems 24 (4), 529-541, 2013
502013
Database independent human emotion recognition with meta-cognitive neuro-fuzzy inference system
K Subramanian, VB Radhakrishnan, S Ramasamy
2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor …, 2014
412014
Supervised learning with complex-valued neural networks
S Suresh, N Sundararajan, R Savitha
Springer, 2013
412013
Accelerated development of perovskite-inspired materials via high-throughput synthesis and machine-learning diagnosis
S Sun, NTP Hartono, ZD Ren, F Oviedo, AM Buscemi, M Layurova, ...
Joule 3 (6), 1437-1451, 2019
362019
Regional ocean wave height prediction using sequential learning neural networks
R Savitha, A Al Mamun
Ocean Engineering 129, 605-612, 2017
362017
A metacognitive complex-valued interval type-2 fuzzy inference system
K Subramanian, R Savitha, S Suresh
IEEE Transactions on Neural Networks and Learning Systems 25 (9), 1659-1672, 2014
342014
Fast learning fully complex-valued classifiers for real-valued classification problems
R Savitha, S Suresh, N Sundararajan, HJ Kim
International Symposium on Neural Networks, 602-609, 2011
312011
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
F Oviedo, Z Ren, S Sun, C Settens, Z Liu, NTP Hartono, S Ramasamy, ...
npj Computational Materials 5 (1), 1-9, 2019
292019
Adaptive beamforming using complex-valued radial basis function neural networks
R Savitha, S Vigneswaran, S Suresh, N Sundararajan
TENCON 2009-2009 IEEE Region 10 Conference, 1-6, 2009
272009
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Artikler 1–20