P. Saratchandran

Best Publications

• A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks

  Nan-Ying Liang;Guang-Bin Huang;P. Saratchandran;N. Sundararajan

  2315
  Citations

• A generalized growing and pruning RBF (GGAP-RBF) neural network for function approximation

  Guang-Bin Huang;P. Saratchandran;N. Sundararajan

  879
  Citations

• A sequential learning scheme for function approximation using minimal radial basis function neural networks

  Lu Yingwei;N. Sundararajan;P. Saratchandran

  684
  Citations

• Performance evaluation of a sequential minimal radial basis function (RBF) neural network learning algorithm

  Lu Yingwei;N. Sundararajan;P. Saratchandran

  619
  Citations

• An efficient sequential learning algorithm for growing and pruning RBF (GAP-RBF) networks

  Guang-Bin Huang;P. Saratchandran;N. Sundararajan

  488
  Citations

• Letters: Fully complex extreme learning machine

  Ming-Bin Li;Guang-Bin Huang;P. Saratchandran;N. Sundararajan

  446
  Citations

• Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction

  Hai-Jun Rong;N. Sundararajan;Guang-Bin Huang;P. Saratchandran

  421
  Citations

• Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems

  Hai-Jun Rong;Guang-Bin Huang;N. Sundararajan;P. Saratchandran

  389
  Citations

• Can threshold networks be trained directly

  Guang-Bin Huang;Qin-Yu Zhu;K.Z. Mao;Chee-Kheong Siew

  369
  Citations

• Classification of mental tasks from EEG signals using extreme learning machine.

  Nan-Ying Liang;Paramasivan Saratchandran;Guang-Bin Huang;Narasimhan Sundararajan

  296
  Citations

• Multicategory Classification Using An Extreme Learning Machine for Microarray Gene Expression Cancer Diagnosis

  Runxuan Zhang;Guang-Bin Huang;N. Sundararajan;P. Saratchandran

  287
  Citations

• On-Line Sequential Extreme Learning Machine

  Guang-Bin Huang;Nan-Ying Liang;Hai-Jun Rong;Paramasivan Saratchandran

  246
  Citations

• Analysis of minimal radial basis function network algorithm for real-time identification of nonlinear dynamic systems

  Y. Li;N. Sundararajan;P. Saratchandran

  177
  Citations

• Neuro-controller design for nonlinear fighter aircraft maneuver using fully tuned RBF networks

  Y. Li;N. Sundararajan;P. Saratchandran

  169
  Citations

• Communication channel equalization using complex-valued minimal radial basis function neural networks

  Deng Jianping;Narasimhan Sundararajan;P. Saratchandran

  165
  Citations

• Risk-sensitive loss functions for sparse multi-category classification problems

  S. Suresh;N. Sundararajan;P. Saratchandran

  145
  Citations

• Radial Basis Function Neural Networks With Sequential Learning: Mran and Its Applications

  N Sundararajan;P Saratchandran;Lu Ying Wei

  142
  Citations

• Direction of Arrival (DoA) Estimation Under Array Sensor Failures Using a Minimal Resource Allocation Neural Network

  S. Vigneshwaran;N. Sundararajan;P. Saratchandran

  127
  Citations

• Identification of time-varying nonlinear systems using minimal radial basis function neural networks

  L. Yingwei;N. Sundararajan;P. Saratchandran

  125
  Citations

• A sequential multi-category classifier using radial basis function networks

  S. Suresh;N. Sundararajan;P. Saratchandran

  104
  Citations