Search Results for author: Martin A. Trefzer

Found 3 papers, 0 papers with code

Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN

no code implementations28 Jun 2021 Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell

Therefore, this paper considers optimising the computational resource consumption by reducing the size and number of kernels in convolutional layers.

Evolutionary Algorithms

Multi-objective Optimisation of Digital Circuits based on Cell Mapping in an Industrial EDA Flow

no code implementations21 May 2021 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 different levels of abstraction and staged design flows.

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