Следене
Savitha Ramasamy
Savitha Ramasamy
Institute of Infocomm Research; Senior Member, IEEE
Потвърден имейл адрес: i2r.a-star.edu.sg - Начална страница
Заглавие
Позовавания
Позовавания
Година
Complex-valued neural networks
A Hirose
Springer, 2006
12042006
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
2492019
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), 60, 2019
2312019
An evaluation of anomaly detection and diagnosis in multivariate time series
A Garg, W Zhang, J Samaran, R Savitha, CS Foo
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2508-2517, 2021
1362021
Regional ocean wave height prediction using sequential learning neural networks
R Savitha, A Al Mamun
Ocean Engineering 129, 605-612, 2017
1232017
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
1222009
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
1182012
Ocean wave height prediction using ensemble of extreme learning machine
NK Kumar, R Savitha, A Al Mamun
Neurocomputing 277, 12-20, 2018
962018
A meta-cognitive learning algorithm for an extreme learning machine classifier
R Savitha, S Suresh, HJ Kim
Cognitive Computation 6, 253-263, 2014
852014
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
842011
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
782012
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
772009
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, 219-230, 2014
752014
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
732012
A complex-valued neuro-fuzzy inference system and its learning mechanism
K Subramanian, R Savitha, S Suresh
Neurocomputing 123, 110-120, 2014
682014
A meta-cognitive learning algorithm for a fully complex-valued relaxation network
R Savitha, S Suresh, N Sundararajan
Neural Networks 32, 209-218, 2012
682012
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
652013
Supervised learning with complex-valued neural networks
S Suresh, N Sundararajan, R Savitha
Springer, 2013
522013
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
512014
Online RBM: Growing Restricted Boltzmann Machine on the fly for unsupervised representation
R Savitha, AM Ambikapathi, K Rajaraman
Applied Soft Computing 92, 106278, 2020
362020
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Статии 1–20