David Griffin

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 20

Top Topics

Boltzmann Machines

Systematic Evaluation

Temporal Dependencies

Reservoir Computing

Top Venues

Publications

David Griffin, Susan Stepney
Entropy Transformation Measures for Computational Capacity. UCNC (2024)
Luca Manneschi, Ian T. Vidamour, Kilian D. Stenning, Jack C. Gartside, Charles Swindells, Guru Venkat, David Griffin, Susan Stepney, Will R. Branford, Thomas J. Hayward, Matt O. Ellis, Eleni Vasilaki
Optimising network interactions through device agnostic models. CoRR (2024)
Guru Venkat, Ian T. Vidamour, Charles Swindells, Paul W. Fry, M. C. Rosamond, M. Foerster, M. A Niño, David Griffin, Susan Stepney, Dan A. Allwood, Thomas J. Hayward
Exploring physical and digital architectures in magnetic nanoring array reservoir computers. Neuromorph. Comput. Eng. 4 (2) (2024)
Jessica Park, Nick Chancellor, David Griffin, Viv Kendon, Susan Stepney
Benchmarking the D-Wave Quantum Annealer as a Sparse Boltzmann Machine: Recognition and Timing Performances. UCNC (2024)
David Griffin, Susan Stepney, Ian T. Vidamour
DebugNS: Novelty Search for Finding Bugs in Simulators. GI (2023)
David Griffin, Susan Stepney, Ian T. Vidamour
Exploring the Robustness of Magnetic Ring Arrays Reservoir Computing with Linear Field Calibration. UCNC (2023)
Sanjoy K. Baruah, Alan Burns, David Griffin
Functional Uncertainty in Real-Time Safety-Critical Systems. RTNS (2022)
Robert I. Davis, David Griffin, Iain Bate
A framework for multi-core schedulability analysis accounting for resource stress and sensitivity. Real Time Syst. 58 (4) (2022)
Dan A. Allwood, Matthew O. A. Ellis, David Griffin, Thomas J. Hayward, Luca Manneschi, Mohammad F. KH Musameh, Simon O'Keefe, Susan Stepney, Charles Swindells, Martin A. Trefzer, Eleni Vasilaki, Guru Venkat, Ian T. Vidamour, Chester Wringe
A perspective on physical reservoir computing with nanomagnetic devices. CoRR (2022)
Robert I. Davis, David Griffin, Iain Bate
Schedulability Analysis for Multi-Core Systems Accounting for Resource Stress and Sensitivity. ECRTS (2021)
Ian T. Vidamour, Matthew O. A. Ellis, David Griffin, Guru Venkat, Charles Swindells, Richard W. S. Dawidek, Thomas J. Broomhall, Nina-Juliane Steinke, Joshaniel F. K. Cooper, Francisco Maccherozzi, Sarnjeet S. Dhesi, Susan Stepney, Eleni Vasilaki, Dan A. Allwood, Thomas J. Hayward
Quantifying the Computational Capability of a Nanomagnetic Reservoir Computing Platform with Emergent Magnetization Dynamics. CoRR (2021)
Xinwei Fang, Iain Bate, David Griffin
Are Neural Networks Really the Holy Grail? A Comparison of Multivariate Calibration for Low-Cost Environmental Sensors. SmartCity360° (2020)
David Griffin, Iain Bate, Robert I. Davis
Generating Utilization Vectors for the Systematic Evaluation of Schedulability Tests. RTSS (2020)
James Harbin, Alan Burns, Robert I. Davis, Leandro Soares Indrusiak, Iain Bate, David Griffin
The AirTight Protocol for Mixed Criticality Wireless CPS. ACM Trans. Cyber Phys. Syst. 4 (2) (2020)
Iain Bate, David Griffin, Benjamin Lesage
Establishing Confidence and Understanding Uncertainty in Real-Time Systems. RTNS (2020)
David Griffin, James Harbin, Alan Burns, Iain Bate, Robert I. Davis, Leandro Soares Indrusiak
Validating high level simulation results against experimental data and low level simulation: a case study. RTNS (2019)
Alan Burns, James Harbin, Leandro Soares Indrusiak, Iain Bate, Robert I. Davis, David Griffin
AirTight: A Resilient Wireless Communication Protocol for Mixed-Criticality Systems. RTCSA (2018)
Benjamin Lesage, David Griffin, Sebastian Altmeyer, Liliana Cucu-Grosjean, Robert I. Davis
On the analysis of random replacement caches using static probabilistic timing methods for multi-path programs. Real Time Syst. 54 (2) (2018)
David Griffin, Benjamin Lesage, Iain Bate, Frank Soboczenski, Robert I. Davis
Forecast-based interference: modelling multicore interference from observable factors. RTNS (2017)
Benjamin Lesage, David Griffin, Iain Bate, Frank Soboczenski
Exploring and Understanding Multicore Interference from Observable Factors. Automotive - Safety & Security (2017)
Benjamin Lesage, David Griffin, Frank Soboczenski, Iain Bate, Robert I. Davis
A framework for the evaluation of measurement-based timing analyses. RTNS (2015)
David Griffin, Benjamin Lesage, Iain Bate, Frank Soboczenski, Robert I. Davis
Modelling fault dependencies when execution time budgets are exceeded. RTNS (2015)
Benjamin Lesage, David Griffin, Sebastian Altmeyer, Robert I. Davis
Static Probabilistic Timing Analysis for Multi-path Programs. RTSS (2015)
David Griffin, Benjamin Lesage, Alan Burns, Robert I. Davis
Lossy Compression for Worst-Case Execution Time Analysis of PLRU Caches. RTNS (2014)
David Griffin, Benjamin Lesage, Alan Burns, Robert I. Davis
Static Probabilistic Timing Analysis of Random Replacement Caches using Lossy Compression. RTNS (2014)
David Griffin, Alan Burns
Realism in Statistical Analysis of Worst Case Execution Times. WCET (2010)