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Md Faijul Amin
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Single-layered complex-valued neural network for real-valued classification problems
MF Amin, K Murase
Neurocomputing 72 (4-6), 945-955, 2009
2032009
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
1642009
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
662009
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
612011
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
602014
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
572018
Ensemble of single-layered complex-valued neural networks for classification tasks
MF Amin, MM Islam, K Murase
Neurocomputing 72 (10-12), 2227-2234, 2009
552009
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
282011
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
252012
Orthogonal least squares based complex-valued functional link network
MF Amin, R Savitha, MI Amin, K Murase
Neural Networks 32, 257-266, 2012
232012
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
172011
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
162015
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
152011
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
112012
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
112008
Complex-valued neural networks: learning algorithms and applications
MF Amin
LAP LAMBERT Academic Publishing, 2018
92018
Learning Algorithms in Complex‐Valued Neural Networks using Wirtinger Calculus
MF Amin, K Murase
Complex‐Valued Neural Networks: Advances and Applications, 75-102, 2013
92013
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
72017
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
72012
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
72011
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