23 citations · 23 across the 3 of their papers we have counts for
3 papers
Artificial Neural Microcircuits as Building Blocks: Concept and Challenges
Andrew Walter, Shimeng Wu, Andy M. Tyrrell +5
Artificial Neural Networks (ANNs) are one of the most widely employed forms of bio-inspired computation. However the current trend is for ANNs to be structurally homogeneous. Furth…
Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN
Ziwei Wang, Martin A. Trefzer, Simon J. Bale +1
While state-of-the-art development in CNN topology, such as VGGNet and ResNet, have become increasingly accurate, these networks are computationally expensive involving billions of…
"Going back to our roots": second generation biocomputing
Jon Timmis, Martyn Amos, Wolfgang Banzhaf +1
Researchers in the field of biocomputing have, for many years, successfully "harvested and exploited" the natural world for inspiration in developing systems that are robust, adapt…