Sercan Aygün

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with M. Hassan Najafi

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Publications

2025
[j12]
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Faeze S. Banitaba, Sercan Aygun, Mehran Shoushtari Moghadam, Amir Hossein Jalilvand, Bingzhe Li, M. Hassan Najafi:
Adversarial Attack Bypass by Stochastic Computing. IEEE Embed. Syst. Lett. 17(4): 234-239 (2025)
[j11]
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Sercan Aygun, M. Hassan Najafi:
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 44(3): 937-950 (2025)
[j10]
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  - journals/tgrs/ZhangTSYRLKCDPATNT25
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Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske K. Kimball, Li Chen, Paul J. Darby, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng:
Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data. IEEE Trans. Geosci. Remote. Sens. 63: 1-21 (2025)
[j9]
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Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi:
Sorting it out in Hardware: A State-of-the-Art Survey. ACM Trans. Design Autom. Electr. Syst. 30(4): 52:1-52:31 (2025)
[c34]
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Faeze S. Banitaba, Amir Hossein Jalilvand, M. Hassan Najafi, Sercan Aygun:
Comparison-Free Bit-Stream Generation for Cost-Efficient Unary Computing. DAC 2025: 1-7
[c33]
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  - conf/dac/KouhalvandiANR25
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Lida Kouhalvandi, Sercan Aygun, M. Hassan Najafi, Arman Roohi:
Late Breaking Results: Automated Topology Generation for Power Amplifier Designs through BiLSTM-based DNN and Multi-objective Optimizations. DAC 2025: 1-2
[c32]
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João Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jerónimo Castrillón, M. Hassan Najafi, Asif Ali Khan:
All-in-Memory Stochastic Computing using ReRAM. DAC 2025: 1-7
[c31]
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  - conf/dac/MasumMMANRA25
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Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Sabrina Hassan Moon, Ahmed Mamdouh Mohamed Ahmed, M. Hassan Najafi, Dayane Reis, Sercan Aygun:
Late Breaking Results: On-the-Fly Hadamard Hypervector Processing for Efficient Hyperdimensional Computing. DAC 2025: 1-2
[c30]
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  - conf/dac/RaziMNAR25
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Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel:
In-Memory Arithmetic: Enabling Division with Stochastic Logic. DAC 2025: 1-2
[c29]
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Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel:
Breaking New Ground: Division Directly in Memory. FCCM 2025: 289
[c25]
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Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M. Hassan Najafi, Sercan Aygun:
Quantum Image Processing: A Comparative Study of NEQR and FRQI Encoding Schemes with Hybrid Processing. ACM Great Lakes Symposium on VLSI 2025: 575-580
[c24]
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Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi:
Robust Data Processing for Vector Symbolic Computing. ACM Great Lakes Symposium on VLSI 2025: 823-828
[c23]
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Abu Kaisar Mohammad Masum, Reeti Pradhananga, Jonas I. Schmidt, Mehran Shoushtari Moghadam, M. Hassan Najafi, Bige D. Unluturk, Ulkuhan Guler, Sercan Aygun:
AMS-HD: Acute Mountain Sickness Detection with Hyperdimensional Computing. ISCAS 2025: 1-5
[c22]
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Mehran Shoushtari Moghadam, Shelby Williams, Abu Kaisar Mohammad Masum, M. Hassan Najafi, Sercan Aygun, Magdy A. Bayoumi:
TRUE-BSG: A True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing. ISCAS 2025: 1-5
[c21]
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Lida Kouhalvandi, Sercan Aygun, Serdar Özoguz, Ladislau Matekovits, M. Hassan Najafi, Saeid Karamzadeh:
Power Amplifier Modeling along with Hyperparameter Optimization of LSTM-based DNN through Multi-Verse Optimizer. SMACD 2025: 1-4
[i9]
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  - journals/corr/abs-2501-02715
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Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi:
Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing. CoRR abs/2501.02715 (2025)
[i8]
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  - journals/corr/abs-2504-08340
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João Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jerónimo Castrillón, M. Hassan Najafi, Asif Ali Khan:
All-in-Memory Stochastic Computing using ReRAM. CoRR abs/2504.08340 (2025)
2024
[j8]
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Alaaddin Goktug Ayar, Abdullah Sahruri, Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Martin Margala:
Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing. IEEE Embed. Syst. Lett. 16(2): 222-226 (2024)
[c20]
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Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi:
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. ASPDAC 2024: 38-45
[c19]
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Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing. DAC 2024: 341:1-341:2
[c18]
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Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. DATE 2024: 1-6
[c17]
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Alaaddin Goktug Ayar, Sercan Aygun, M. Hassan Najafi, Martin Margala:
Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing. ACM Great Lakes Symposium on VLSI 2024: 355-356
[c16]
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Mehran Shoushtari Moghadam, Sercan Aygun, Faeze S. Banitaba, M. Hassan Najafi:
All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing. ISLPED 2024: 1-6
[i7]
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  - journals/corr/abs-2407-04861
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Faeze S. Banitaba, Sercan Aygun, M. Hassan Najafi:
Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing. CoRR abs/2407.04861 (2024)
[i6]
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  - journals/corr/abs-2412-10450
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Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske K. Kimball, Li Chen, Paul J. Darby III, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng:
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data. CoRR abs/2412.10450 (2024)
2023
[j6]
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Sercan Aygun, Lida Kouhalvandi, M. Hassan Najafi, Serdar Özoguz, Ece Olcay Günes:
Hardware-Software Co-Optimization of Long-Latency Stochastic Computing. IEEE Embed. Syst. Lett. 15(4): 190-193 (2023)
[j5]
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Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi:
No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices. IEEE Embed. Syst. Lett. 15(4): 210-213 (2023)
[j4]
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  - journals/esticas/SchoberEAJNT23
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Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Amir Hossein Jalilvand, M. Hassan Najafi, Nima TaheriNejad:
Stochastic Computing Design and Implementation of a Sound Source Localization System. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 295-311 (2023)
[j3]
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Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes:
Agile Simulation of Stochastic Computing Image Processing With Contingency Tables. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(10): 3474-3478 (2023)
[c15]
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Sercan Aygun, M. Hassan Najafi, Mohsen Imani:
A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. DATE 2023: 1-2
[c14]
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Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes:
Reconvergent Path-aware Simulation of Bit-stream Processing. ACM Great Lakes Symposium on VLSI 2023: 225-226
[c13]
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Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes:
Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines. ACM Great Lakes Symposium on VLSI 2023: 273-279
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Sercan Aygun, M. Hassan Najafi, Lida Kouhalvandi, Ece Olcay Günes:
Multiplexer Optimization for Adders in Stochastic Computing. NANOARCH 2023: 18:1-18:2
[c11]
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Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, Jonas I. Schmidt, M. Hassan Najafi, Nima Taherinejad:
Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences. NANOARCH 2023: 27:1-27:6
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  - journals/corr/abs-2308-00685
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Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Mohsen Imani:
Learning from Hypervectors: A Survey on Hypervector Encoding. CoRR abs/2308.00685 (2023)
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  - journals/corr/abs-2309-05235
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Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi:
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. CoRR abs/2309.05235 (2023)
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  - journals/corr/abs-2310-07903
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Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi:
Sorting it out in Hardware: A State-of-the-Art Survey. CoRR abs/2310.07903 (2023)
[i2]
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  - journals/corr/abs-2311-10277
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Sercan Aygun, M. Hassan Najafi:
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. CoRR abs/2311.10277 (2023)
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  - journals/corr/abs-2311-10778
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Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. CoRR abs/2311.10778 (2023)
2022
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Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima TaheriNejad, M. Hassan Najafi:
Sound Source Localization Using Stochastic Computing. ICCAD 2022: 79:1-79:9

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