Babajide O. Ayinde

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 18

Top Topics

Feature Extraction

Prostate Cancer

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Babajide O. Ayinde, Abdulaziz Y. Barnawi
Energy Conservation in Wireless Sensor Networks Using Partly-Informed Sparse Autoencoder. IEEE Access 7 (2019)
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
Regularizing Deep Neural Networks by Enhancing Diversity in Feature Extraction. IEEE Trans. Neural Networks Learn. Syst. 30 (9) (2019)
Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada
Diversity Regularized Adversarial Deep Learning. AIAI (2019)
Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada
Diversity Regularized Adversarial Learning. CoRR (2019)
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
On Correlation of Features Extracted by Deep Neural Networks. CoRR (2019)
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
Redundant feature pruning for accelerated inference in deep neural networks. Neural Networks 118 (2019)
Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada
On Correlation of Features Extracted by Deep Neural Networks. IJCNN (2019)
Omar Dekhil, Hassan Hajjdiab, Babajide O. Ayinde, Ahmed Shalaby, Andy Switala, Dawn Sosnin, Aliaa Elshamekh, Mohammed Ghazal, Robert Keynton, Gregory Barnes, Ayman El-Baz
Using resting state functional MRI to build a personalized autism diagnosis system. ISBI (2018)
Babajide O. Ayinde, Jacek M. Zurada
Building Efficient ConvNets using Redundant Feature Pruning. CoRR (2018)
Babajide O. Ayinde, Hashim A. Hashim
Energy-Efficient Deployment of Relay Nodes in Wireless Sensor Networks Using Evolutionary Techniques. Int. J. Wirel. Inf. Networks 25 (2) (2018)
Islam Reda, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Abou El-Fetouh, Babajide O. Ayinde, Mohamed Abou El-Ghar, Adel Elmaghraby, Robert Keynton, Ayman El-Baz
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer. ICPR (2018)
Babajide O. Ayinde, Jacek M. Zurada
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data. CoRR (2018)
Babajide O. Ayinde, Jacek M. Zurada
Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Islam Reda, Babajide O. Ayinde, Mohammed M. Elmogy, Ahmed Shalaby, Moumen T. El-Melegy, Mohamed Abou El-Ghar, Ahmed Abou El-Fetouh, Mohammed Ghazal, Ayman El-Baz
A new CNN-based system for early diagnosis of prostate cancer. ISBI (2018)
Babajide O. Ayinde, Sami El-Ferik
Artificial Bee Colony-based Adaptive Position Control of Electrohydraulic Servo Systems with Parameter Uncertainty. CoRR (2017)
Babajide O. Ayinde, Jacek M. Zurada
Nonredundant sparse feature extraction using autoencoders with receptive fields clustering. Neural Networks 93 (2017)
Babajide O. Ayinde, Jacek M. Zurada
Clustering of receptive fields in Autoencoders. IJCNN (2016)
Babajide O. Ayinde, Ehsan Hosseini-Asl, Jacek M. Zurada
Visualizing and Understanding Nonnegativity Constrained Sparse Autoencoder in Deep Learning. ICAISC (1) (2016)