A benchmarking: Feature extraction and classification of agricultural textures using LBP, GLCM, RBO, Neural Networks, k-NN, and random forest. - Sercan Aygun; Ece Olcay Günes (Agro-Geoinformatics, 2017)

Growth monitoring of plants using active contour technique. - Ece Olcay Günes; Sercan Aygun (Agro-Geoinformatics, 2017)

Design of a high gain telescopic-cascode operational amplifier based on the ZTC operation condition. - Lida Kouhalvandi; Sercan Aygün; Ece Olcay Günes; Mürvet Kirci (ICECS, 2017)

An improved 2 stage opamp with rail-to-rai! gain-boosted folded cascode input stage and monticelli rail-to-rail class AB output stage. - Lida Kouhalvandi; Sercan Aygün; Ece Olcay Günes; Mürvet Kirci (ICECS, 2017)

Sobel filter operation in image processing via stochastic arithmetic-logic unit design. - Sercan Aygun; Mustafa Altun; Ece Olcay Günes (SIU, 2017)

Seed texture classification by random forest and neural networks. - Sercan Aygun; Hulya Yalcin; Ece Olcay Günes (SIU, 2017)

Sensor Fusion for IoT-based Intelligent Agriculture System. - Sercan Aygün; Ece Olcay Günes; Mehmet Ali Subasi; Selim Alkan (Agro-Geoinformatics, 2019)

Inspecting Distortion in the Power Amplifiers with the aid of Neural Networks. - Sercan Aygun; Lida Kouhalvandi; Ece Olcay Günes; Serdar Özoguz (ICACT, 2020)

Experimental interpretation of adequate weight-metric combination for dynamic user-based collaborative filtering. - Savas Okyay; Sercan Aygun (PeerJ Comput. Sci., 2021)

Sound Source Localization Using Stochastic Computing. - Peter Schober; Seyedeh Newsha Estiri; Sercan Aygun; Nima TaheriNejad; M. Hassan Najafi (ICCAD, 2022)

Utilization of Contingency Tables in Stochastic Computing. - Sercan Aygun; Ece Olcay Günes (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Stochastic bitstream-based vision and learning machines (Stokastik bit akışı tabanlı görü ve öğrenme makineleri) - Sercan Aygün (2022)

A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. - Sercan Aygun; M. Hassan Najafi; Mohsen Imani (DATE, 2023)

Reconvergent Path-aware Simulation of Bit-stream Processing. - Sercan Aygun; M. Hassan Najafi; Mohsen Imani; Ece Olcay Günes (ACM Great Lakes Symposium on VLSI, 2023)

Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines. - Sercan Aygun; M. Hassan Najafi; Mohsen Imani; Ece Olcay Günes (ACM Great Lakes Symposium on VLSI, 2023)

Multiplexer Optimization for Adders in Stochastic Computing. - Sercan Aygun; M. Hassan Najafi; Lida Kouhalvandi; Ece Olcay Günes (NANOARCH, 2023)

Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences. - Mehran Shoushtari Moghadam; Sercan Aygun; Mohsen Riahi Alam; Jonas I. Schmidt; M. Hassan Najafi; Nima Taherinejad (NANOARCH, 2023)

Optimizing Indoor Localization Accuracy with Neural Network Performance Metrics and Software-Defined IEEE 802.11az Wi-Fi Set-Up. - Lida Kouhalvandi; Sercan Aygun; Ladislau Matekovits; Farshad Miramirkhani (WINCOM, 2023)

Learning from Hypervectors: A Survey on Hypervector Encoding. - Sercan Aygun; Mehran Shoushtari Moghadam; M. Hassan Najafi; Mohsen Imani (CoRR, 2023)

Stochastic Computing Design and Implementation of a Sound Source Localization System. - Peter Schober; Seyedeh Newsha Estiri; Sercan Aygun; Amir Hossein Jalilvand; M. Hassan Najafi; Nima TaheriNejad (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)

Agile Simulation of Stochastic Computing Image Processing With Contingency Tables. - Sercan Aygun; M. Hassan Najafi; Mohsen Imani; Ece Olcay Günes (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Hardware-Software Co-Optimization of Long-Latency Stochastic Computing. - Sercan Aygun; Lida Kouhalvandi; M. Hassan Najafi; Serdar Özoguz; Ece Olcay Günes (IEEE Embed. Syst. Lett., 2023)

No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices. - Mehran Shoushtari Moghadam; Sercan Aygun; M. Hassan Najafi (IEEE Embed. Syst. Lett., 2023)

P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. - Mehran Shoushtari Moghadam; Sercan Aygun; Mohsen Riahi Alam; M. Hassan Najafi (ASPDAC, 2024)

Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing. - Sercan Aygun; Mehran Shoushtari Moghadam; M. Hassan Najafi (DAC, 2024)

uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. - Sercan Aygun; Mehran Shoushtari Moghadam; M. Hassan Najafi (DATE, 2024)

Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing. - Alaaddin Goktug Ayar; Sercan Aygun; M. Hassan Najafi; Martin Margala (ACM Great Lakes Symposium on VLSI, 2024)

All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing. - Mehran Shoushtari Moghadam; Sercan Aygun; Faeze S. Banitaba; M. Hassan Najafi (ISLPED, 2024)

Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing. - Faeze S. Banitaba; Sercan Aygun; M. Hassan Najafi (CoRR, 2024)

Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data. - Yihe Zhang 001; Bryce Turney; Purushottam Sigdel; Xu Yuan 001; Eric Rappin; Adrian Lago; Sytske K. Kimball; Li Chen 019; Paul J. Darby III; Lu Peng 001; Sercan Aygun; Yazhou Tu; et al. (CoRR, 2024)

Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing. - Alaaddin Goktug Ayar; Abdullah Sahruri; Sercan Aygun; Mehran Shoushtari Moghadam; M. Hassan Najafi; Martin Margala (IEEE Embed. Syst. Lett., 2024)

HDVQ-VAE: Binary Codebook for Hyperdimensional Latent Representations. - Austin J. Bryant; Sercan Aygun (IEEE Embed. Syst. Lett., 2024)

Breaking New Ground: Division Directly in Memory. - Farzad Razi; Mehran Shoushtari Moghadam; M. Hassan Najafi; Sercan Aygun; Marc D. Riedel (FCCM, 2025)

Single-Pass Symbolic Learning for Real-Time Embedded Security. - Alaaddin Goktug Ayar; Sercan Aygun; Martin Margala (ACM Great Lakes Symposium on VLSI, 2025)

ParaHDC: Leveraging GPU Acceleration for Scalable Hyperdimensional Learning. - Abu Kaisar Mohammad Masum; Sercan Aygun (ACM Great Lakes Symposium on VLSI, 2025)

Quantum Image Processing: A Comparative Study of NEQR and FRQI Encoding Schemes with Hybrid Processing. - Abu Kaisar Mohammad Masum; Mehran Shoushtari Moghadam; Lida Kouhalvandi; M. Hassan Najafi; Sercan Aygun (ACM Great Lakes Symposium on VLSI, 2025)

Robust Data Processing for Vector Symbolic Computing. - Mehran Shoushtari Moghadam; Abu Kaisar Mohammad Masum; Sercan Aygun; M. Hassan Najafi (ACM Great Lakes Symposium on VLSI, 2025)

ReX-HD: A Deterministic ReRAM-Based Hyperdimensional Computing Framework for Edge Computing. - Sabrina Hassan Moon; Ahmed Ahmed 006; Abu Kaisar Mohammad Masum; Sercan Aygun; Dayane Reis (ACM Great Lakes Symposium on VLSI, 2025)

AMS-HD: Acute Mountain Sickness Detection with Hyperdimensional Computing. - Abu Kaisar Mohammad Masum; Reeti Pradhananga; Jonas I. Schmidt; Mehran Shoushtari Moghadam; M. Hassan Najafi; Bige D. Unluturk; Ulkuhan Guler 001; Sercan Aygun (ISCAS, 2025)

TRUE-BSG: A True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing. - Mehran Shoushtari Moghadam; Shelby Williams; Abu Kaisar Mohammad Masum; M. Hassan Najafi; Sercan Aygun; Magdy A. Bayoumi (ISCAS, 2025)

Power Amplifier Modeling along with Hyperparameter Optimization of LSTM-based DNN through Multi-Verse Optimizer. - Lida Kouhalvandi; Sercan Aygun; Serdar Özoguz; Ladislau Matekovits; M. Hassan Najafi; Saeid Karamzadeh (SMACD, 2025)

Regional Weather Variable Predictions by Machine Learning With Near-Surface Observational and Atmospheric Numerical Data. - Yihe Zhang 001; Bryce Turney; Purushottam Sigdel; Xu Yuan 001; Eric Rappin; Adrian Lago; Sytske K. Kimball; Li Chen 019; Paul J. Darby; Lu Peng 001; Sercan Aygun; Yazhou Tu; et al. (IEEE Trans. Geosci. Remote. Sens., 2025)

Improved Data Encoding for Emerging Computing Paradigms: From Stochastic to Hyperdimensional Computing. - Mehran Shoushtari Moghadam; Sercan Aygun; M. Hassan Najafi (CoRR, 2025)

Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. - Sercan Aygun; M. Hassan Najafi (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

All-in-Memory Stochastic Computing using ReRAM. - João Paulo C. de Lima; Mehran Shoushtari Moghadam; Sercan Aygun; Jerónimo Castrillón; M. Hassan Najafi; Asif Ali Khan (CoRR, 2025)

Sorting it out in Hardware: A State-of-the-Art Survey. - Amir Hossein Jalilvand; Faeze S. Banitaba; Seyedeh Newsha Estiri; Sercan Aygun; M. Hassan Najafi (ACM Trans. Design Autom. Electr. Syst., 2025)

Adversarial Attack Bypass by Stochastic Computing. - Faeze S. Banitaba; Sercan Aygun; Mehran Shoushtari Moghadam; Amir Hossein Jalilvand; Bingzhe Li; M. Hassan Najafi (IEEE Embed. Syst. Lett., 2025)