126 citations · 268 across the 8 of their papers we have counts for
4 papers · 1 filter
Optimal Placement of Relay Nodes in Wireless Sensor Network Using Artificial Bee Colony Algorithm
Hashim A. Hashim, B. O. Ayinde, M. A. Abido
Deploying sensor nodes randomly most of the time generates initial communication hole even in highly dense networks. These communication holes cannot be totally eliminated even whe…
Building Efficient ConvNets using Redundant Feature Pruning
Babajide O. Ayinde, Jacek M. Zurada
This paper presents an efficient technique to prune deep and/or wide convolutional neural network models by eliminating redundant features (or filters). Previous studies have shown…
Energy-efficient Deployment of Relay Nodes in Wireless Sensor Networks using Evolutionary Techniques
Babajide O. Ayinde, Hashim A. Hashim
Random deployment of sensor nodes is susceptible to initial communication hole, even when the network is densely populated. However, eliminating holes using structural deployment p…
Deep Learning of Nonnegativity-Constrained Autoencoders for Enhanced Understanding of Data
Babajide O. Ayinde, Jacek M. Zurada
Unsupervised feature extractors are known to perform an efficient and discriminative representation of data. Insight into the mappings they perform and human ability to understand…