87 citations · 174 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
Multi-objective Digital Design Optimisation via Improved Drive Granularity Standard Cells
Linan Cao, Simon J. Bale, Martin A. Trefzer
To tackle the complexity of state-of-the-art electronic systems, silicon foundries continuously shrink the technology nodes and electronic design automation (EDA) vendors offer hie…
Multi-objective Optimisation of Digital Circuits based on Cell Mapping in an Industrial EDA Flow
Linan Cao, Simon J. Bale, Martin A. Trefzer
Modern electronic design automation (EDA) tools can handle the complexity of state-of-the-art electronic systems by decomposing them into smaller blocks or cells, introducing diffe…
Reservoir Computing with Magnetic Thin Films
Matthew Dale, David Griffin, Richard F. L. Evans +6
Advances in artificial intelligence are driven by technologies inspired by the brain, but these technologies are orders of magnitude less powerful and energy efficient than biologi…