Dr. Muhammad Awais

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Publications
Dr. Muhammad Awais

Computer Engineering

Member - PostDoc

Phone:
+49 5251 60-1729
Office:
O3.119
Web:
Visitor:
Pohlweg 51
33098 Paderborn

Publications

Latest Publications

DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.


LDAX: A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021, ACM, 2021, pp. 27–32.


MCTS-Based Synthesis Towards Efficient Approximate Accelerators

M. Awais, M. Platzner, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, IEEE, 2021, pp. 384–389.


A Hybrid Synthesis Methodology for Approximate Circuits

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020, ACM, 2020, pp. 421–426.


CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation

L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290.


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Conferences

DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.


LDAX: A Learning-based Fast Design Space Exploration Framework for Approximate Circuit Synthesis

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021, ACM, 2021, pp. 27–32.


MCTS-Based Synthesis Towards Efficient Approximate Accelerators

M. Awais, M. Platzner, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, IEEE, 2021, pp. 384–389.


A Hybrid Synthesis Methodology for Approximate Circuits

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the 30th ACM Great Lakes Symposium on VLSI (GLSVLSI) 2020, ACM, 2020, pp. 421–426.


An MCTS-based Framework for Synthesis of Approximate Circuits

M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: 26th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 2018, pp. 219–224.


Journal Articles

CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation

L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290.


Preprint

CIRCA: Towards a Modular and Extensible Framework for Approximate Circuit Generation

L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Third Workshop on Approximate Computing (AxC 2018) (n.d.).


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