P. Saratchandran
List of publications from the
2008 |
33 | EE | R. Savitha,
S. Suresh,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Complex-valued function approximation using an improved BP learning algorithm for feed-forward networks.
IJCNN 2008: 2251-2258 |
32 | EE | S. Suresh,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Risk-sensitive loss functions for sparse multi-category classification problems.
Inf. Sci. 178(12): 2621-2638 (2008) |
31 | EE | S. Suresh,
N. Kannan,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Neural Adaptive Control for Vibration Suppression in Composite Fin-Tip of Aircraft.
Int. J. Neural Syst. 18(3): 219-231 (2008) |
30 | EE | S. Suresh,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
A sequential multi-category classifier using radial basis function networks.
Neurocomputing 71(7-9): 1345-1358 (2008) |
2007 |
29 | EE | Runxuan Zhang,
Guang-Bin Huang,
N. Sundararajan,
P. Saratchandran:
Multicategory Classification Using An Extreme Learning Machine for Microarray Gene Expression Cancer Diagnosis.
IEEE/ACM Trans. Comput. Biology Bioinform. 4(3): 485-495 (2007) |
28 | EE | Runxuan Zhang,
Guang-Bin Huang,
N. Sundararajan,
P. Saratchandran:
Improved GAP-RBF network for classification problems.
Neurocomputing 70(16-18): 3011-3018 (2007) |
2006 |
27 | EE | Ming-Bin Li,
Guang-Bin Huang,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
Channel Equalization Using Complex Extreme Learning Machine with RBF Kernels.
ISNN (2) 2006: 114-119 |
26 | EE | Hai-Jun Rong,
N. Sundararajan,
Guang-Bin Huang,
P. Saratchandran:
Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction.
Fuzzy Sets and Systems 157(9): 1260-1275 (2006) |
25 | EE | Nan-Ying Liang,
Guang-Bin Huang,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks.
IEEE Transactions on Neural Networks 17(6): 1411-1423 (2006) |
24 | EE | Nan-Ying Liang,
Paramasivan Saratchandran,
Guang-Bin Huang,
Narasimhan Sundararajan:
Classification of Mental Tasks from Eeg Signals Using Extreme Learning Machine.
Int. J. Neural Syst. 16(1): 29-38 (2006) |
2005 |
23 | | Runxuan Zhang,
Narasimhan Sundararajan,
Guang-Bin Huang,
Paramasivan Saratchandran:
An Efficient Sequential RBF Network for Gene Expression-Based Multi-category Classification.
CIBCB 2005: 251-256 |
22 | | Guang-Bin Huang,
Nan-Ying Liang,
Hai-Jun Rong,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
On-Line Sequential Extreme Learning Machine.
Computational Intelligence 2005: 232-237 |
21 | EE | Ming-Bin Li,
Guang-Bin Huang,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
Performance Evaluation of GAP-RBF Network in Channel Equalization.
Neural Processing Letters 22(2): 223-233 (2005) |
20 | EE | Ming-Bin Li,
Guang-Bin Huang,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
Fully complex extreme learning machine.
Neurocomputing 68: 306-314 (2005) |
2004 |
19 | EE | Ajith Abraham,
Ninan Sajith Philip,
P. Saratchandran:
Modeling Chaotic Behavior of Stock Indices Using Intelligent Paradigms
CoRR cs.AI/0405018: (2004) |
18 | EE | Guang-Bin Huang,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(6): 2284-2292 (2004) |
17 | EE | Li Guojie,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
Text-independent speaker verification using minimal resource allocation networks.
Int. J. Neural Syst. 14(6): 347-354 (2004) |
2003 |
16 | EE | Supeng Leng,
Krishnappa R. Subramanian,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Novel Neutral Network Approach to Call Admission Control in High-speed Networks.
Int. J. Neural Syst. 13(4): 251-262 (2003) |
15 | EE | Ng Hock Soon,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
ATM congestion control using Minimal Resource Allocation Networks (MRAN).
Neural Computing and Applications 12(2): 89-97 (2003) |
2002 |
14 | EE | Ng Hock Soon,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
ABR traffic management using minimal resource allocation (neural) networks.
Computer Communications 25(1): 9-20 (2002) |
2001 |
13 | EE | Wee Sng Khoo,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
A Genetic Approach for Two Dimensional Packing with Constraints.
International Conference on Computational Science (2) 2001: 291-299 |
12 | EE | Udantha R. Abeyratne,
G. Zhang,
P. Saratchandran:
Eeg Source Localization: A Compartive Study of Classical and Neural Network Methods.
Int. J. Neural Syst. 11(4): 349-359 (2001) |
11 | EE | Li Yan,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Neuro-Flight Controllers for Aircraft Using Minimal Resource Allocating Networks (MRAN).
Neural Computing and Applications 10(2): 172-183 (2001) |
2000 |
10 | EE | Deng Jianping,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Communication Channel Equalization Using Complex-Valued Minimal Radial Basis Function Neural Network.
IJCNN (5) 2000: 372-377 |
9 | EE | Deng Jianping,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Complex-Valued Minimal Resource Allocation Network for Nonlinear Signal Processing.
Int. J. Neural Syst. 10(2): 95-106 (2000) |
8 | | Sun Yonghong,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
A Direct Link Minimal Resource Allocation Network for Adaptive Noise Cancellation.
Neural Processing Letters 12(3): 255-265 (2000) |
7 | | Li Yan,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Nonlinear System Identification Using Lyapunov Based Fully Tuned Dynamic RBF Networks.
Neural Processing Letters 12(3): 291-303 (2000) |
1999 |
6 | | Ng Hock Soon,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
Adaptive Neural Congestion Controller for ATM Network with Heavy Traffic.
Broadband Communications 1999: 521-532 |
5 | EE | Q. Gan,
Paramasivan Saratchandran,
Narasimhan Sundararajan,
Krishnappa R. Subramanian:
A complex valued radial basis function network for equalization of fast time varying channels.
IEEE Transactions on Neural Networks 10(4): 958-960 (1999) |
1998 |
4 | EE | Lu Yingwei,
N. Sundararajan,
P. Saratchandran:
Performance evaluation of a sequential minimal radial basis function (RBF) neural network learning algorithm.
IEEE Transactions on Neural Networks 9(2): 308-318 (1998) |
1997 |
3 | | Shou King Foo,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
Parallel implementation of backpropagation neural networks on a heterogeneous array of transputers.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 27(1): 118-126 (1997) |
2 | EE | Lu Yingwei,
Narasimhan Sundararajan,
Paramasivan Saratchandran:
A Sequential Learning Scheme for Function Approximation Using Minimal Radial Basis Function Neural Networks.
Neural Computation 9(2): 461-478 (1997) |
1995 |
1 | EE | Shou King Foo,
Paramasivan Saratchandran,
Narasimhan Sundararajan:
Analysis of training set parallelism for backpropagation neural networks.
Int. J. Neural Syst. 6(1): 61-78 (1995) |