Jonathon Hare
University of Southampton
H-index: 30
Europe-United Kingdom
Top articles of Jonathon Hare
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 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 | |
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 |
FedTM: Memory and Communication Efficient Federated Learning with Tsetlin Machine | Shannon How Shi Qi Jagmohan Chauhan Geoff V Merrett Jonathan Hare | 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 | |
Exploration of Decision Sub-Network Architectures for FPGA-based Dynamic DNNs | Anstasios Dimitriou Mingyu Hu Jonathon Hare Geoff V Merrett | 2023/4/17 | |
Dynamic DNNs meet runtime resource management for efficient heterogeneous computing | Lei Xun Jonathon Hare Geoff Merrett | 2023/9/11 | |
Physically Embodied Deep Image Optimisation | arXiv preprint arXiv:2201.08142 | Daniela Mihai Jonathon Hare | 2022/1/20 |
Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity | arXiv preprint arXiv:2211.05624 | Bhumika Mistry Katayoun Farrahi Jonathon Hare | 2022/11/10 |
Tinyops: Imagenet scale deep learning on microcontrollers | Sulaiman Sadiq Jonathon Hare Partha Maji Simon Craske Geoff V Merrett | 2022 | |
Compositing Foreground and Background Using Variational Autoencoders | Zezhen Zeng Jonathon Hare Adam Prügel-Bennett | 2022/6/1 | |
Unsupervised Representation Learning via Information Compression | Zezhen Zeng Jonathon Hare Adam Prügel-Bennett | 2022/6/1 | |
Image-based attitude determination of co-orbiting satellites using deep learning technologies | Aerospace Science and Technology | Ben Guthrie Minkwan Kim Hodei Urrutxua Jonathon Hare | 2022/1/1 |
Dynamic DNNs Meet Runtime Resource Management on Mobile and Embedded Platforms | UK Mobile, Wearable and Ubiquitous Systems Research Symposium (MobiUK) | Lei Xun Bashir M Al-Hashimi Jonathon Hare Geoff V Merrett | 2022/7/4 |
A primer for neural arithmetic logic modules | Journal of Machine Learning Research | Bhumika Mistry Katayoun Farrahi Jonathon Hare | 2022 |
Orthogonalising gradients to speed up neural network optimisation | arXiv preprint arXiv:2202.07052 | Mark Tuddenham Adam Prügel-Bennett Jonathan Hare | 2022/2/14 |
Learning division with neural arithmetic logic modules | arXiv preprint arXiv:2110.05177 | Bhumika Mistry Katayoun Farrahi Jonathon Hare | 2021/10/11 |
Perceptions | Daniela Mihai Jonathon Hare | 2021/12/13 |
Co-Authors
