87 citations · 174 across the 8 of their papers we have counts for
8 papers
Modelling and Simulation of Neuromorphic Datasets for Anomaly Detection in Computer Vision
Mike Middleton, Teymoor Ali, Hakan Kayan +6
Limitations on the availability of Dynamic Vision Sensors (DVS) present a fundamental challenge to researchers of neuromorphic computer vision applications. In response, datasets h…
Audio Signal Processing Using Time Domain Mel-Frequency Wavelet Coefficient
Rinku Sebastian, Simon O'Keefe, Martin Trefzer
Extracting features from the speech is the most critical process in speech signal processing. Mel Frequency Cepstral Coefficients (MFCC) are the most widely used features in the ma…
A perspective on physical reservoir computing with nanomagnetic devices
Dan A Allwood, Matthew O A Ellis, David Griffin +11
Neural networks have revolutionized the area of artificial intelligence and introduced transformative applications to almost every scientific field and industry. However, this succ…
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…