Sercan Aygun

62 papers A* 7A 6B 1C 4Misc 1Journal 26Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
AMS-HD: Hyperdimensional Computing for Real-Time and Energy-Efficient Acute Mountain Sickness Detection.
CoRR
Abu Kaisar Mohammad Masum, Mehran Moghadam, M. Hassan Najafi, Bige D. Unluturk, Ulkuhan Guler, Sercan Aygun
2026 J jnl
Designing vector-symbolic architectures for biomedical applications: ten tips and common pitfalls.
PeerJ Comput. Sci.
Fabio Cumbo, Davide Chicco, Sercan Aygun, Daniel J. Blankenberg
2026 A* conf
Deterministic Hyperdimensional Learning with Rank Refinement (Student Abstract).
AAAI
Abu Kaisar Mohammad Masum, Sercan Aygun
2026 J jnl
TranSC: Hardware-Aware Design of Transcendental Functions Using Stochastic Logic.
CoRR
Mehran Moghadam, Sercan Aygun, M. Hassan Najafi
2025 J jnl
A Hybrid Classical-Quantum Fine Tuned BERT for Text Classification.
CoRR
Abu Kaisar Mohammad Masum, Naveed Mahmud, M. Hassan Najafi, Sercan Aygun
2025 C conf
AMS-HD: Acute Mountain Sickness Detection with Hyperdimensional Computing.
ISCAS
Abu Kaisar Mohammad Masum, Reeti Pradhananga, Jonas I. Schmidt, Mehran Shoushtari Moghadam, M. Hassan Najafi, Bige D. Unluturk, Ulkuhan Guler, Sercan Aygun
2025 J jnl
Adversarial Attack Bypass by Stochastic Computing.
IEEE Embed. Syst. Lett.
Faeze S. Banitaba, Sercan Aygun, Mehran Shoushtari Moghadam, Amir Hossein Jalilvand, Bingzhe Li, M. Hassan Najafi
2025 A* conf
All-in-Memory Stochastic Computing using ReRAM.
DAC
João Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jerónimo Castrillón, M. Hassan Najafi, Asif Ali Khan
2025 J jnl
All-in-Memory Stochastic Computing using ReRAM.
CoRR
João Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jerónimo Castrillón, M. Hassan Najafi, Asif Ali Khan
2025 A conf
Always-On Sensing in Energy-Harvested Systems via Stochastic Intermittent Computing.
ISLPED
Sepehr Tabrizchi, Mehran Moghadam, Ali Shafiee Sarvestani, Sercan Aygun, M. Hassan Najafi, Arman Roohi
2025 Misc conf
Breaking New Ground: Division Directly in Memory.
FCCM
Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel
2025 A* conf
Comparison-Free Bit-Stream Generation for Cost-Efficient Unary Computing.
DAC
Faeze S. Banitaba, Amir Hossein Jalilvand, M. Hassan Najafi, Sercan Aygun
2025 — conf
Digital Twin-Aided Municipal Traffic Control.
SUMO
Reeti Pradhananga, Shelby Williams, Sercan Aygun, Li Chen, Yazhou Tu, Whitney Crow, Sathyanarayanan Aakur, Nian-Feng Tzeng
2025 C conf
GAN-BiLSTM-HDC: A Hybrid Framework for Robust and Hardware-Efficient Malware Detection.
ICCD
Emilien Meyer, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, Gourav Datta, Sercan Aygun, M. Hassan Najafi
2025 A conf
ID-VS A: Independent and Dynamic Vector Symbolic Architecture for Energy-Efficient Edge Al.
ISLPED
Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi
2025 J jnl
Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing.
CoRR
Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi
2025 A* conf
In-Memory Arithmetic: Enabling Division with Stochastic Logic.
DAC
Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel
2025 A* conf
Late Breaking Results: Automated Topology Generation for Power Amplifier Designs through BiLSTM-based DNN and Multi-objective Optimizations.
DAC
Lida Kouhalvandi, Sercan Aygun, M. Hassan Najafi, Arman Roohi
2025 A* conf
Late Breaking Results: On-the-Fly Hadamard Hypervector Processing for Efficient Hyperdimensional Computing.
DAC
Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Sabrina Hassan Moon, Ahmed Mamdouh Mohamed Ahmed, M. Hassan Najafi, Dayane Reis, Sercan Aygun
2025 — conf
ParaHDC: Leveraging GPU Acceleration for Scalable Hyperdimensional Learning.
ACM Great Lakes Symposium on VLSI
Abu Kaisar Mohammad Masum, Sercan Aygun
2025 — conf
Power Amplifier Modeling along with Hyperparameter Optimization of LSTM-based DNN through Multi-Verse Optimizer.
SMACD
Lida Kouhalvandi, Sercan Aygun, Serdar Özoguz, Ladislau Matekovits, M. Hassan Najafi, Saeid Karamzadeh
2025 J jnl
Quantum Hyperdimensional Computing: a foundational paradigm for quantum neuromorphic architectures.
CoRR
Fabio Cumbo, Rui-Hao Li, Bryan A. Raubenolt, Jayadev Joshi, Abu Kaisar Mohammad Masum, Sercan Aygun, Daniel J. Blankenberg
2025 — conf
Quantum Image Processing: A Comparative Study of NEQR and FRQI Encoding Schemes with Hybrid Processing.
ACM Great Lakes Symposium on VLSI
Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M. Hassan Najafi, Sercan Aygun
2025 — conf
ReX-HD: A Deterministic ReRAM-Based Hyperdimensional Computing Framework for Edge Computing.
ACM Great Lakes Symposium on VLSI
Sabrina Hassan Moon, Ahmed Ahmed, Abu Kaisar Mohammad Masum, Sercan Aygun, Dayane Reis
2025 J jnl
Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data.
IEEE Trans. Geosci. Remote. Sens.
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
2025 — conf
Robust Data Processing for Vector Symbolic Computing.
ACM Great Lakes Symposium on VLSI
Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi
2025 — conf
Single-Pass Symbolic Learning for Real-Time Embedded Security.
ACM Great Lakes Symposium on VLSI
Alaaddin Goktug Ayar, Sercan Aygun, Martin Margala
2025 J jnl
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sercan Aygun, M. Hassan Najafi
2025 J jnl
Sorting it out in Hardware: A State-of-the-Art Survey.
ACM Trans. Design Autom. Electr. Syst.
Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi
2025 C conf
TRUE-BSG: A True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing.
ISCAS
Mehran Shoushtari Moghadam, Shelby Williams, Abu Kaisar Mohammad Masum, M. Hassan Najafi, Sercan Aygun, Magdy A. Bayoumi
2024 A conf
All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing.
ISLPED
Mehran Shoushtari Moghadam, Sercan Aygun, Faeze S. Banitaba, M. Hassan Najafi
2024 J jnl
Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing.
IEEE Embed. Syst. Lett.
Alaaddin Goktug Ayar, Abdullah Sahruri, Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Martin Margala
2024 J jnl
HDVQ-VAE: Binary Codebook for Hyperdimensional Latent Representations.
IEEE Embed. Syst. Lett.
Austin J. Bryant, Sercan Aygun
2024 J jnl
Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing.
CoRR
Faeze S. Banitaba, Sercan Aygun, M. Hassan Najafi
2024 A* conf
Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing.
DAC
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
2024 B conf
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing.
ASPDAC
Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi
2024 J jnl
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data.
CoRR
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
2024 — conf
Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing.
ACM Great Lakes Symposium on VLSI
Alaaddin Goktug Ayar, Sercan Aygun, M. Hassan Najafi, Martin Margala
2024 A conf
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing.
DATE
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
2023 A conf
A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding.
DATE
Sercan Aygun, M. Hassan Najafi, Mohsen Imani
2023 — conf
Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences.
NANOARCH
Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, Jonas I. Schmidt, M. Hassan Najafi, Nima Taherinejad
2023 J jnl
Agile Simulation of Stochastic Computing Image Processing With Contingency Tables.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes
2023 — conf
Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines.
ACM Great Lakes Symposium on VLSI
Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes
2023 J jnl
Hardware-Software Co-Optimization of Long-Latency Stochastic Computing.
IEEE Embed. Syst. Lett.
Sercan Aygun, Lida Kouhalvandi, M. Hassan Najafi, Serdar Özoguz, Ece Olcay Günes
2023 J jnl
Learning from Hypervectors: A Survey on Hypervector Encoding.
CoRR
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Mohsen Imani
2023 — conf
Multiplexer Optimization for Adders in Stochastic Computing.
NANOARCH
Sercan Aygun, M. Hassan Najafi, Lida Kouhalvandi, Ece Olcay Günes
2023 J jnl
No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices.
IEEE Embed. Syst. Lett.
Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi
2023 C conf
Optimizing Indoor Localization Accuracy with Neural Network Performance Metrics and Software-Defined IEEE 802.11az Wi-Fi Set-Up.
WINCOM
Lida Kouhalvandi, Sercan Aygun, Ladislau Matekovits, Farshad Miramirkhani
2023 J jnl
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing.
CoRR
Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi
2023 — conf
Reconvergent Path-aware Simulation of Bit-stream Processing.
ACM Great Lakes Symposium on VLSI
Sercan Aygun, M. Hassan Najafi, Mohsen Imani, Ece Olcay Günes
2023 J jnl
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures.
CoRR
Sercan Aygun, M. Hassan Najafi
2023 J jnl
Sorting it out in Hardware: A State-of-the-Art Survey.
CoRR
Amir Hossein Jalilvand, Faeze S. Banitaba, Seyedeh Newsha Estiri, Sercan Aygun, M. Hassan Najafi
2023 J jnl
Stochastic Computing Design and Implementation of a Sound Source Localization System.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Amir Hossein Jalilvand, M. Hassan Najafi, Nima Taherinejad
2023 J jnl
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing.
CoRR
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
2022 A conf
Sound Source Localization Using Stochastic Computing.
ICCAD
Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima Taherinejad, M. Hassan Najafi
2022 J jnl
Utilization of Contingency Tables in Stochastic Computing.
IEEE Trans. Circuits Syst. II Express Briefs
Sercan Aygun, Ece Olcay Günes
2021 J jnl
Experimental interpretation of adequate weight-metric combination for dynamic user-based collaborative filtering.
PeerJ Comput. Sci.
Savas Okyay, Sercan Aygun
2020 — conf
Inspecting Distortion in the Power Amplifiers with the aid of Neural Networks.
ICACT
Sercan Aygun, Lida Kouhalvandi, Ece Olcay Günes, Serdar Özoguz
2017 — conf
A benchmarking: Feature extraction and classification of agricultural textures using LBP, GLCM, RBO, Neural Networks, k-NN, and random forest.
Agro-Geoinformatics
Sercan Aygun, Ece Olcay Günes
2017 — conf
Growth monitoring of plants using active contour technique.
Agro-Geoinformatics
Ece Olcay Günes, Sercan Aygun
2017 — conf
Seed texture classification by random forest and neural networks.
SIU
Sercan Aygun, Hulya Yalcin, Ece Olcay Günes
2017 — conf
Sobel filter operation in image processing via stochastic arithmetic-logic unit design.
SIU
Sercan Aygun, Mustafa Altun, Ece Olcay Günes