Savitha Ramasamy
Savitha Ramasamy
Institute of Infocomm Research; Senior Member, IEEE
Verified email at i2r.a-star.edu.sg - Homepage
TitleCited byYear
Complex-valued neural networks: Advances and applications
A Hirose
John Wiley & Sons, 2013
1132013
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
952009
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
882012
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
692011
A meta-cognitive learning algorithm for an extreme learning machine classifier
R Savitha, S Suresh, HJ Kim
Cognitive Computation 6 (2), 253-263, 2014
612014
A meta-cognitive learning algorithm for a fully complex-valued relaxation network
R Savitha, S Suresh, N Sundararajan
Neural Networks 32, 209-218, 2012
582012
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
582012
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
572014
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
552012
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
552009
A complex-valued neuro-fuzzy inference system and its learning mechanism
K Subramanian, R Savitha, S Suresh
Neurocomputing 123, 110-120, 2014
522014
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
432013
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
362014
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
312014
Supervised learning with complex-valued neural networks
S Suresh, N Sundararajan, R Savitha
Springer, 2013
302013
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
282011
A fast learning complex-valued neural classifier for real-valued classification problems
R Savitha, S Suresh, N Sundararajan
The 2011 International Joint Conference on Neural Networks, 2243-2249, 2011
242011
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
212009
A self-regulated learning in fully complex-valued radial basis function networks
R Savitha, S Suresh, N Sundararajan
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
202010
A cognitive ensemble of extreme learning machines for steganalysis based on risk-sensitive hinge loss function
V Sachnev, S Ramasamy, S Sundaram, HJ Kim, HJ Hwang
Cognitive Computation 7 (1), 103-110, 2015
192015
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