---
_id: '62020'
author:
- first_name: Muhammad
  full_name: Awais, Muhammad
  last_name: Awais
- first_name: Hassan Ghasemzadeh
  full_name: Mohammadi, Hassan Ghasemzadeh
  last_name: Mohammadi
- first_name: Marco
  full_name: Platzner, Marco
  last_name: Platzner
citation:
  ama: Awais M, Mohammadi HG, Platzner M. Design Space Exploration for Approximate
    Circuits via Checkpointing and DNN-Based Estimators. <i>IEEE Transactions on Very
    Large Scale Integration (VLSI) Systems</i>. 2025;33(9):2395-2405. doi:<a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>
  apa: Awais, M., Mohammadi, H. G., &#38; Platzner, M. (2025). Design Space Exploration
    for Approximate Circuits via Checkpointing and DNN-Based Estimators. <i>IEEE Transactions
    on Very Large Scale Integration (VLSI) Systems</i>, <i>33</i>(9), 2395–2405. <a
    href="https://doi.org/10.1109/tvlsi.2025.3559377">https://doi.org/10.1109/tvlsi.2025.3559377</a>
  bibtex: '@article{Awais_Mohammadi_Platzner_2025, title={Design Space Exploration
    for Approximate Circuits via Checkpointing and DNN-Based Estimators}, volume={33},
    DOI={<a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>},
    number={9}, journal={IEEE Transactions on Very Large Scale Integration (VLSI)
    Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)},
    author={Awais, Muhammad and Mohammadi, Hassan Ghasemzadeh and Platzner, Marco},
    year={2025}, pages={2395–2405} }'
  chicago: 'Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, and Marco Platzner. “Design
    Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators.”
    <i>IEEE Transactions on Very Large Scale Integration (VLSI) Systems</i> 33, no.
    9 (2025): 2395–2405. <a href="https://doi.org/10.1109/tvlsi.2025.3559377">https://doi.org/10.1109/tvlsi.2025.3559377</a>.'
  ieee: 'M. Awais, H. G. Mohammadi, and M. Platzner, “Design Space Exploration for
    Approximate Circuits via Checkpointing and DNN-Based Estimators,” <i>IEEE Transactions
    on Very Large Scale Integration (VLSI) Systems</i>, vol. 33, no. 9, pp. 2395–2405,
    2025, doi: <a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>.'
  mla: Awais, Muhammad, et al. “Design Space Exploration for Approximate Circuits
    via Checkpointing and DNN-Based Estimators.” <i>IEEE Transactions on Very Large
    Scale Integration (VLSI) Systems</i>, vol. 33, no. 9, Institute of Electrical
    and Electronics Engineers (IEEE), 2025, pp. 2395–405, doi:<a href="https://doi.org/10.1109/tvlsi.2025.3559377">10.1109/tvlsi.2025.3559377</a>.
  short: M. Awais, H.G. Mohammadi, M. Platzner, IEEE Transactions on Very Large Scale
    Integration (VLSI) Systems 33 (2025) 2395–2405.
date_created: 2025-10-30T10:07:49Z
date_updated: 2025-10-30T10:08:55Z
department:
- _id: '78'
doi: 10.1109/tvlsi.2025.3559377
intvolume: '        33'
issue: '9'
page: 2395-2405
publication: IEEE Transactions on Very Large Scale Integration (VLSI) Systems
publication_identifier:
  issn:
  - 1063-8210
  - 1557-9999
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based
  Estimators
type: journal_article
user_id: '64665'
volume: 33
year: '2025'
...