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22 Publications
2024 | Conference Paper | LibreCat-ID: 54468
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.
LibreCat
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.
2023 | Book Chapter | LibreCat-ID: 45899 | 
Flexible Industrial Analytics on Reconfigurable Systems-On-Chip
A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.
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| Files available
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A. Boschmann, L. Clausing, F. Jentzsch, H. Ghasemzadeh Mohammadi, M. Platzner, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 225–236.
2021 | Conference Paper | LibreCat-ID: 21610
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.
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M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: Proceedings of the ACM Great Lakes Symposium on VLSI (GLSVLSI) 2021, ACM, 2021, pp. 27–32.
2021 | Conference Paper | LibreCat-ID: 30908
FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics
H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
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H. Ghasemzadeh Mohammadi, F. Jentzsch, M. Kuschel, R. Arshad, S. Rautmare, S. Manjunatha, M. Platzner, A. Boschmann, D. Schollbach, in: Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, 2021.
2020 | Conference Paper | LibreCat-ID: 16213
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.
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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.
2020 | Conference Paper | LibreCat-ID: 20808
DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms
H. Ghasemzadeh Mohammadi, R. Arshad, S. Rautmare, S. Manjunatha, M. Kuschel, F.P. Jentzsch, M. Platzner, A. Boschmann, D. Schollbach, in: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020.
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H. Ghasemzadeh Mohammadi, R. Arshad, S. Rautmare, S. Manjunatha, M. Kuschel, F.P. Jentzsch, M. Platzner, A. Boschmann, D. Schollbach, in: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2020.
2019 | Journal Article | LibreCat-ID: 3585
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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L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Microelectronics Reliability 99 (2019) 277–290.
2019 | Preprint | LibreCat-ID: 16853
Jump Search: A Fast Technique for the Synthesis of Approximate Circuits
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, Fourth Workshop on Approximate Computing (AxC 2019) (n.d.).
LibreCat
| Files available
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, Fourth Workshop on Approximate Computing (AxC 2019) (n.d.).
2019 | Conference Paper | LibreCat-ID: 10577
Jump Search: A Fast Technique for the Synthesis of Approximate Circuits
L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, in: Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI ’19, ACM, New York, NY, USA, 2019.
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L.M. Witschen, H. Ghasemzadeh Mohammadi, M. Artmann, M. Platzner, in: Proceedings of the 2019 on Great Lakes Symposium on VLSI - GLSVLSI ’19, ACM, New York, NY, USA, 2019.
2018 | Preprint | LibreCat-ID: 3586
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.).
LibreCat
| Files available
L.M. Witschen, T. Wiersema, H. Ghasemzadeh Mohammadi, M. Awais, M. Platzner, Third Workshop on Approximate Computing (AxC 2018) (n.d.).
2018 | Conference Paper | LibreCat-ID: 10598
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.
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M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: 26th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 2018, pp. 219–224.
2016 | Journal Article | LibreCat-ID: 10769
Efficient Statistical Parameter Selection for Nonlinear Modeling of Process/Performance Variation
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems PP (2016) 1–1.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems PP (2016) 1–1.
2016 | Journal Article | LibreCat-ID: 15879
A Fault-Tolerant Ripple-Carry Adder with Controllable-Polarity Transistors
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, J. Zhang, G.D. Micheli, E. Sanchez, M.S. Reorda, ACM Journal on Emerging Technologies in Computing Systems (2016) 1–13.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, J. Zhang, G.D. Micheli, E. Sanchez, M.S. Reorda, ACM Journal on Emerging Technologies in Computing Systems (2016) 1–13.
2015 | Journal Article | LibreCat-ID: 10770
From Defect Analysis to Gate-Level Fault Modeling of Controllable-Polarity Silicon Nanowires
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, IEEE Transactions on Nanotechnology 14 (2015) 1117–1126.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, IEEE Transactions on Nanotechnology 14 (2015) 1117–1126.
2015 | Conference Paper | LibreCat-ID: 10771
On the design of a fault tolerant ripple-carry adder with controllable-polarity transistors
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, J. Zhang, G. De Micheli, E. Sanchez, M.S. Reorda, in: 2015 IEEE Computer Society Annual Symposium on VLSI, IEEE, 2015, pp. 491–496.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, J. Zhang, G. De Micheli, E. Sanchez, M.S. Reorda, in: 2015 IEEE Computer Society Annual Symposium on VLSI, IEEE, 2015, pp. 491–496.
2015 | Conference Paper | LibreCat-ID: 10772
Fault modeling in controllable polarity silicon nanowire circuits
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, in: Proceedings of the 2015 Design, Automation & Test in Europe Conference \& Exhibition, EDA Consortium, 2015, pp. 453–458.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, G. De Micheli, in: Proceedings of the 2015 Design, Automation & Test in Europe Conference \& Exhibition, EDA Consortium, 2015, pp. 453–458.
2014 | Conference Paper | LibreCat-ID: 10773
Fast process variation analysis in nano-scaled technologies using column-wise sparse parameter selection
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, M. Yazdani, G. De Micheli, in: 2014 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), IEEE, 2014, pp. 163–168.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, M. Yazdani, G. De Micheli, in: 2014 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), IEEE, 2014, pp. 163–168.
2013 | Conference Paper | LibreCat-ID: 10774
A fast TCAD-based methodology for Variation analysis of emerging nano-devices
H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, M. Yazdani, G. De Micheli, in: 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS), IEEE, 2013, pp. 83–88.
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H. Ghasemzadeh Mohammadi, P.-E. Gaillardon, M. Yazdani, G. De Micheli, in: 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS), IEEE, 2013, pp. 83–88.
2013 | Conference Paper | LibreCat-ID: 10775
Vertically-stacked silicon nanowire transistors with controllable polarity: A robustness study
P.-E. Gaillardon, H. Ghasemzadeh Mohammadi, G. De Micheli, in: 2013 14th Latin American Test Workshop-LATW, IEEE, 2013, pp. 1–6.
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P.-E. Gaillardon, H. Ghasemzadeh Mohammadi, G. De Micheli, in: 2013 14th Latin American Test Workshop-LATW, IEEE, 2013, pp. 1–6.
2010 | Conference Paper | LibreCat-ID: 10776
Sub-threshold charge recovery circuits
M. Khatir, H. Ghasemzadeh Mohammadi, A. Ejlali, in: Computer Design (ICCD), 2010 IEEE International Conference On, IEEE, 2010, pp. 138–144.
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M. Khatir, H. Ghasemzadeh Mohammadi, A. Ejlali, in: Computer Design (ICCD), 2010 IEEE International Conference On, IEEE, 2010, pp. 138–144.