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Dataset for PhD thesis "Runtime algorithm and hardware management for efficient DNN inference on mobile and embedded platforms"

Dataset for PhD thesis "Runtime algorithm and hardware management for efficient DNN inference on mobile and embedded platforms"
Dataset for PhD thesis "Runtime algorithm and hardware management for efficient DNN inference on mobile and embedded platforms"
This dataset supports the PhD thesis: Lei Xun (2025), "Runtime Algorithm and Hardware Management for Efficient DNN Inference on Mobile and Embedded Platforms", University of Southampton, Faculty of Engineering and Physical Sciences, School of Electronics and Computer Science, PhD Thesis, 150pp.
University of Southampton
Xun, Lei
51a0da82-6979-49a8-8eff-ada011f5aff5
Merrett, Geoff
89b3a696-41de-44c3-89aa-b0aa29f54020
Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9
Al-Hashimi, Bashir M.
3290197f-e374-4e7f-ab7a-4d5a81109daf
Tran-Thanh, Long
aecacf50-460e-410a-83be-b0c2a5ae226e
Xun, Lei
51a0da82-6979-49a8-8eff-ada011f5aff5
Merrett, Geoff
89b3a696-41de-44c3-89aa-b0aa29f54020
Hare, Jonathon
65ba2cda-eaaf-4767-a325-cd845504e5a9
Al-Hashimi, Bashir M.
3290197f-e374-4e7f-ab7a-4d5a81109daf
Tran-Thanh, Long
aecacf50-460e-410a-83be-b0c2a5ae226e

Xun, Lei (2025) Dataset for PhD thesis "Runtime algorithm and hardware management for efficient DNN inference on mobile and embedded platforms". University of Southampton doi:10.5258/SOTON/D3575 [Dataset]

Record type: Dataset

Abstract

This dataset supports the PhD thesis: Lei Xun (2025), "Runtime Algorithm and Hardware Management for Efficient DNN Inference on Mobile and Embedded Platforms", University of Southampton, Faculty of Engineering and Physical Sciences, School of Electronics and Computer Science, PhD Thesis, 150pp.

Spreadsheet
Lei_Xun_-_Runtime_Algorithm_and_Hardware_Management_for_Efficient_DNN_Inference_on_Mobile_and_Embedded_Platforms.xlsx - Dataset
Available under License Creative Commons Attribution.
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Text
Lei_Xun_-_PhD_Thesis_data_README.txt - Text
Available under License Creative Commons Attribution.
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More information

Published date: 2025

Identifiers

Local EPrints ID: 502354
URI: http://eprints.soton.ac.uk/id/eprint/502354
PURE UUID: 0511b429-8d71-4270-92e8-05a803f795c1
ORCID for Geoff Merrett: ORCID iD orcid.org/0000-0003-4980-3894
ORCID for Jonathon Hare: ORCID iD orcid.org/0000-0003-2921-4283

Catalogue record

Date deposited: 24 Jun 2025 16:35
Last modified: 25 Jun 2025 01:41

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Contributors

Creator: Lei Xun
Research team head: Geoff Merrett ORCID iD
Research team head: Jonathon Hare ORCID iD
Research team head: Bashir M. Al-Hashimi
Research team head: Long Tran-Thanh

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