Sercan Aygun
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
27
Venues
11
Active years
2022–2026
Best venue rank
A*
Where they publish
Papers
27 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Deterministic Hyperdimensional Learning with Rank Refinement (Student Abstract). | Abu Kaisar Mohammad Masum, Sercan Aygun |
| 2026 | DATE | Late Breaking Results: POSEiDON: Pose Estimation in Dynamic On-device Networks via Hyperdimensional Computing. | Colin Dupuis, Emilien Meyer, Abu Kaisar Mohammad Masum, Sercan Aygun |
| 2026 | DATE | Late Breaking Results: SP-HD: Stochastic Projection-Based HyperDimensional Architecture for Near-Sensor Image Classification. | Ahmed Mamdouh, Sabrina Hassan Moon, Abu Kaisar Mohammad Masum, Emilien Meyer, Sercan Aygun, Dayane Reis |
| 2026 | DATE | Late Breaking Results: ADC-FIST: ADC-Free In/Near-Sensor Stochastic Object Tracking. | Mehran Shoushtari Moghadam, Sepehr Tabrizchi, Ali Shafiee Sarvestani, Sercan Aygun, Arman Roohi, M. Hassan Najafi |
| 2026 | DATE | Late Breaking Results: DAIQUIRI: Dynamic Quantization with Layer-wise Sensitivity Ranking for Hardware-Efficient LLMs. | Tanha Tasfia, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun |
| 2026 | ISLPED | Efficient On-Device Estimation of Transcutaneous Oxygen Using Machine Learning for Photoluminescence-Based Wearables. | Gokalp Cevik, Hakan Burak Karli, Vladimir Vakhter, Hohyeon Kim, Farnaz Niroui, Sercan Aygun, Bige Deniz Unluturk, Ulkuhan Guler |
| 2026 | ISLPED | XL-HD: Extended Learning in Hyperdimensional Computing via Deterministic Projections for In-Memory Accelerators. | Sabrina Hassan Moon, Abu Kaisar Mohammad Masum, Sercan Aygun, Dayane Reis |
| 2026 | ISLPED | MITRA: Reconfigurable, Low-Latency, and Power-Efficient In-Memory Stochastic Architecture for Transcendental Functions. | Farzad Razi, Mehran Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2025 | DAC | Comparison-Free Bit-Stream Generation for Cost-Efficient Unary Computing. | Faeze S. Banitaba, Amir Hossein Jalilvand, M. Hassan Najafi, Sercan Aygun |
| 2025 | DAC | Late Breaking Results: Automated Topology Generation for Power Amplifier Designs through BiLSTM-based DNN and Multi-objective Optimizations. | Lida Kouhalvandi, Sercan Aygun, M. Hassan Najafi, Arman Roohi |
| 2025 | DAC | All-in-Memory Stochastic Computing using ReRAM. | Joo Paulo C. de Lima, Mehran Shoushtari Moghadam, Sercan Aygun, Jernimo Castrilln, M. Hassan Najafi, Asif Ali Khan |
| 2025 | DAC | Late Breaking Results: On-the-Fly Hadamard Hypervector Processing for Efficient Hyperdimensional Computing. | Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Sabrina Hassan Moon, Ahmed Mamdouh Mohamed Ahmed, M. Hassan Najafi, Dayane Reis, Sercan Aygun |
| 2025 | DAC | In-Memory Arithmetic: Enabling Division with Stochastic Logic. | Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2025 | FCCM | Breaking New Ground: Division Directly in Memory. | Farzad Razi, Mehran Shoushtari Moghadam, M. Hassan Najafi, Sercan Aygun, Marc D. Riedel |
| 2025 | ICCD | GAN-BiLSTM-HDC: A Hybrid Framework for Robust and Hardware-Efficient Malware Detection. | Emilien Meyer, Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, Gourav Datta, Sercan Aygun, M. Hassan Najafi |
| 2025 | ISCAS | 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, Sercan Aygun |
| 2025 | ISCAS | 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 |
| 2025 | ISLPED | ID-VS A: Independent and Dynamic Vector Symbolic Architecture for Energy-Efficient Edge Al. | Mehran Shoushtari Moghadam, Abu Kaisar Mohammad Masum, Sercan Aygun, M. Hassan Najafi |
| 2025 | ISLPED | Always-On Sensing in Energy-Harvested Systems via Stochastic Intermittent Computing. | Sepehr Tabrizchi, Mehran Moghadam, Ali Shafiee Sarvestani, Sercan Aygun, M. Hassan Najafi, Arman Roohi |
| 2025 | QCE | Quantum-Based Random Numbers: Entropy, Efficiency, and Practicality. | Abu Kaisar Mohammad Masum, Mehran Shoushtari Moghadam, Lida Kouhalvandi, M. Hassan Najafi, Arman Roohi, Sercan Aygun |
| 2024 | ASPDAC | P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. | Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi |
| 2024 | DAC | Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing. | Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi |
| 2024 | DATE | uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. | Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi |
| 2024 | ISLPED | 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 |
| 2023 | DATE | A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. | Sercan Aygun, M. Hassan Najafi, Mohsen Imani |
| 2023 | WINCOM | 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 |
| 2022 | ICCAD | Sound Source Localization Using Stochastic Computing. | Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima TaheriNejad, M. Hassan Najafi |