no code implementations • 24 Mar 2024 • Andrew Walter, Shimeng Wu, Andy M. Tyrrell, Liam McDaid, Malachy McElholm, Nidhin Thandassery Sumithran, Jim Harkin, Martin A. Trefzer
Artificial Neural Networks (ANNs) are one of the most widely employed forms of bio-inspired computation.
no code implementations • 28 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.
no code implementations • 21 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.