Geoff V Merrett

Geoff V Merrett

University of Southampton

H-index: 37

Europe-United Kingdom

About Geoff V Merrett

Geoff V Merrett, With an exceptional h-index of 37 and a recent h-index of 30 (since 2020), a distinguished researcher at University of Southampton, specializes in the field of System-level energy management of mobile and self-powered embedded systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

Neural network memory configuration

Fluid dynamic DNNs for reliable and adaptive distributed inference on edge devices

Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices

Dataset supporting the publication" Energy-efficient memory tracing for state retention in transient computing systems".

Dataset supporting publication" Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs"

Dataset supporting the conference paper" Fluid dynamic DNNs for reliable and adaptive distributed inference on edge devices"

Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs

Enabling ImageNet-scale deep learning on MCUs for accurate and efficient inference

Geoff V Merrett Information

University

Position

Professor | Head of Centre for IoT and Pervasive Systems

Citations(all)

5016

Citations(since 2020)

3060

Cited By

3280

hIndex(all)

37

hIndex(since 2020)

30

i10Index(all)

107

i10Index(since 2020)

74

Email

University Profile Page

University of Southampton

Google Scholar

View Google Scholar Profile

Geoff V Merrett Skills & Research Interests

System-level energy management of mobile and self-powered embedded systems

Top articles of Geoff V Merrett

Title

Journal

Author(s)

Publication Date

Neural network memory configuration

2024/1/25

Fluid dynamic DNNs for reliable and adaptive distributed inference on edge devices

arXiv preprint arXiv:2401.08943

Lei Xun

Mingyu Hu

Hengrui Zhao

Amit Kumar Singh

Jonathon Hare

...

2024/1/17

Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices

Lei Xun

Jonathon Hare

Geoff V Merrett

2024

Dataset supporting the publication" Energy-efficient memory tracing for state retention in transient computing systems".

Theodoros Verykios

Domenico Balsamo

Geoffrey Merrett

2023

Dataset supporting publication" Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs"

Anastasios Dimitriou

Mingyu Hu

Jonathon Hare

Geoffrey Merrett

2023/4/19

Dataset supporting the conference paper" Fluid dynamic DNNs for reliable and adaptive distributed inference on edge devices"

Mingyu Hu

Lei Xun

Hengrui Zhao

Amit Kumar Singh

Jonathon Hare

...

2023/11/29

Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs

Anstasios Dimitriou

Mingyu Hu

Jonathon Hare

Geoff V Merrett

2023/4/17

Enabling ImageNet-scale deep learning on MCUs for accurate and efficient inference

IEEE Internet of Things Journal

Sulaiman Sadiq

Jonathon Hare

Simon Craske

Partha Maji

Geoff Merrett

2023/11/9

Content-and lighting-aware adaptive brightness scaling for improved mobile user experience

Samuel Isuwa

David Amos

Amit Kumar Singh

Bashir M Al-Hashimi

Geoff V Merrett

2023/4/17

Routing in intermittently powered IoT networks

Sara Alsodairi

Geoff V Merrett

Alex S Weddell

Nawfal Al Hashimy

2023/10/23

Dataset supporting the article'Maximising mobile user experience through self-adaptive content-and ambient-aware display brightness scaling'

Samuel Isuwa

David Amos

Amit Kumar Singh

Bashir Al-Hashimi

Geoff Merrett

2023

FedTM: Memory and Communication Efficient Federated Learning with Tsetlin Machine

Shannon How Shi Qi

Jagmohan Chauhan

Geoff V Merrett

Jonathan Hare

2023

Dynamic DNNs meet runtime resource management for efficient heterogeneous computing

Lei Xun

Jonathon Hare

Geoff Merrett

2023/9/11

Energy-Efficient Memory Tracing for State Retention in Transient Computing Systems

9th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI), 6 pp, Italy, 08 - 09 Jun 2023.

Theodoros D Verykios

Domenico Balsamo

Geoff Merrett

2023/4/10

Maximising mobile user experience through self-adaptive content-and ambient-aware display brightness scaling

Journal of Systems Architecture

Samuel Isuwa

David Amos

Amit Kumar Singh

Bashir M Al-Hashimi

Geoff V Merrett

2023/12/1

Dataset supporting the journal article" Pragmatic Memory-System Support for Intermittent Computing using Emerging Non-Volatile Memory"

Sivert Tvedt Sliper

Geoffrey Merrett

Alexander Weddell

Nikos Nikoleris

William Wang

...

2022/7/1

Dataset supporting the conference paper'Content-and Lighting-Aware Adaptive Brightness Scaling for Improved Mobile User Experience'

Samuel Isuwa

David Amos

Amit Kumar Singh

Bashir M Al-Hashimi

Geoffrey Merrett

2022

Multi-Source Multi-Destination Hybrid Infrastructure-Aided Traffic Aware Routing in V2V/I Networks

IEEE Access

Teodor Ivanescu

Halil Yetgin

Geoff V Merrett

Mohammed El-Hajjar

2022/11/10

Tinyops: Imagenet scale deep learning on microcontrollers

Sulaiman Sadiq

Jonathon Hare

Partha Maji

Simon Craske

Geoff V Merrett

2022

Mesh networking for intermittently powered devices: Architecture and challenges

IEEE Network

Edward Longman

Oktay Cetinkaya

Mohammed El-Hajjar

Geoff V Merrett

2022/5/24

See List of Professors in Geoff V Merrett University(University of Southampton)

Co-Authors

H-index: 124
Luca Benini

Luca Benini

Università degli Studi di Bologna

H-index: 56
Bashir M. Al-Hashimi

Bashir M. Al-Hashimi

King's College

H-index: 54
Davide Brunelli

Davide Brunelli

Università degli Studi di Trento

H-index: 51
Neil M White

Neil M White

University of Southampton

H-index: 40
Anup Das

Anup Das

Drexel University

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