Single-layered complex-valued neural network for real-valued classification problems MF Amin, K Murase Neurocomputing 72 (4-6), 945-955, 2009 | 203 | 2009 |
A new adaptive merging and growing algorithm for designing artificial neural networks MM Islam, MA Sattar, MF Amin, X Yao, K Murase IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2009 | 166 | 2009 |
A new constructive algorithm for architectural and functional adaptation of artificial neural networks MM Islam, MA Sattar, MF Amin, X Yao, K Murase IEEE transactions on systems, man, and cybernetics, part B (cybernetics) 39 …, 2009 | 68 | 2009 |
Wirtinger calculus based gradient descent and Levenberg-Marquardt learning algorithms in complex-valued neural networks MF Amin, MI Amin, AYH Al-Nuaimi, K Murase International Conference on Neural Information Processing, 550-559, 2011 | 61 | 2011 |
Bangla handwritten character recognition using deep belief network MMR Sazal, SK Biswas, MF Amin, K Murase 2013 International Conference on Electrical Information and Communication …, 2014 | 60 | 2014 |
Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel … SM Plis, MF Amin, A Chekroud, D Hjelm, E Damaraju, HJ Lee, JR Bustillo, ... NeuroImage 181, 734-747, 2018 | 59 | 2018 |
Ensemble of single-layered complex-valued neural networks for classification tasks MF Amin, MM Islam, K Murase Neurocomputing 72 (10-12), 2227-2234, 2009 | 55 | 2009 |
Real-time hand gesture recognition using complex-valued neural network (CVNN) AR Hafiz, MF Amin, K Murase Neural Information Processing: 18th International Conference, ICONIP 2011 …, 2011 | 28 | 2011 |
Optimization of interval type-2 fuzzy logic controller using quantum genetic algorithms PC Shill, MF Amin, MAH Akhand, K Murase 2012 IEEE International Conference on Fuzzy Systems, 1-8, 2012 | 25 | 2012 |
Orthogonal least squares based complex-valued functional link network MF Amin, R Savitha, MI Amin, K Murase Neural Networks 32, 257-266, 2012 | 23 | 2012 |
Genetic algorithm based fully automated and adaptive fuzzy logic controller PC Shill, KK Pal, MF Amin, K Murase 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 1572-1579, 2011 | 17 | 2011 |
Classification of skeletal wireframe representation of hand gesture using complex-valued neural network AR Hafiz, AY Al-Nuaimi, MF Amin, K Murase Neural Processing Letters 42, 649-664, 2015 | 16 | 2015 |
Complex-valued functional link network design by orthogonal least squares method for function approximation problems MF Amin, R Savitha, MI Amin, K Murase The 2011 International Joint Conference on Neural Networks, 1489-1496, 2011 | 15 | 2011 |
Using complex-valued Levenberg-Marquardt algorithm for learning and recognizing various hand gestures AR Hafiz, MF Amin, K Murase The 2012 International Joint Conference on Neural Networks (IJCNN), 1-5, 2012 | 11 | 2012 |
Single-layered complex-valued neural networks and their ensembles for real-valued classification problems MF Amin, MM Islam, K Murase 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 11 | 2008 |
Complex-valued neural networks: learning algorithms and applications MF Amin LAP LAMBERT Academic Publishing, 2018 | 10 | 2018 |
Learning Algorithms in Complex‐Valued Neural Networks using Wirtinger Calculus MF Amin, K Murase Complex‐Valued Neural Networks: Advances and Applications, 75-102, 2013 | 9 | 2013 |
A deep-learning approach to translate between brain structure and functional connectivity VD Calhoun, MF Amin, D Hjelm, E Damaraju, SM Plis 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 7 | 2017 |
Enhancing MP3 encoding by utilizing a predictive complex-valued neural network AYH Al-Nuaimi, MF Amin, K Murase The 2012 International Joint Conference on Neural Networks (IJCNN), 1-6, 2012 | 7 | 2012 |
An adaptive fuzzy logic controller based on real coded quantum-inspired evolutionary algorithm PC Shill, MA Hossain, MF Amin, K Murase 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011), 614-621, 2011 | 7 | 2011 |