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ORCIDSercan Aygün
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Books and Theses
- 2022
[b1]Sercan Aygün:
Stochastic bitstream-based vision and learning machines (Stokastik bit akışı tabanlı görü ve öğrenme makineleri). İstanbul Technical University, Turkey, 2022
Journal Articles
- 2024
- [j7]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) - 2023
- [j6]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]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]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]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) - 2022
- [j2]Sercan Aygun, Ece Olcay Günes:
Utilization of Contingency Tables in Stochastic Computing. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2942-2946 (2022) - 2021
- [j1]Savas Okyay, Sercan Aygun:
Experimental interpretation of adequate weight-metric combination for dynamic user-based collaborative filtering. PeerJ Comput. Sci. 7: e784 (2021)
Conference and Workshop Papers
- 2024
- [c20]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]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]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. DATE 2024: 1-6 - [c17]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]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 - 2023
- [c15]Sercan Aygun, M. Hassan Najafi, Mohsen Imani:
A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. DATE 2023: 1-2 - [c14]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]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 - [c12]Sercan Aygun, M. Hassan Najafi, Lida Kouhalvandi, Ece Olcay Günes:
Multiplexer Optimization for Adders in Stochastic Computing. NANOARCH 2023: 18:1-18:2 - [c11]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 - [c10]Lida Kouhalvandi, Sercan Aygun, Ladislau Matekovits, Farshad Miramirkhani:
Optimizing Indoor Localization Accuracy with Neural Network Performance Metrics and Software-Defined IEEE 802.11az Wi-Fi Set-Up. WINCOM 2023: 1-4 - 2022
- [c9]Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima TaheriNejad, M. Hassan Najafi:
Sound Source Localization Using Stochastic Computing. ICCAD 2022: 79:1-79:9 - 2020
- [c8]Sercan Aygun, Lida Kouhalvandi, Ece Olcay Günes, Serdar Özoguz:
Inspecting Distortion in the Power Amplifiers with the aid of Neural Networks. ICACT 2020: 448-453 - 2019
- [c7]Sercan Aygün, Ece Olcay Günes, Mehmet Ali Subasi, Selim Alkan:
Sensor Fusion for IoT-based Intelligent Agriculture System. Agro-Geoinformatics 2019: 1-5 - 2017
- [c6]Sercan Aygun, Ece Olcay Günes:
A benchmarking: Feature extraction and classification of agricultural textures using LBP, GLCM, RBO, Neural Networks, k-NN, and random forest. Agro-Geoinformatics 2017: 1-4 - [c5]Ece Olcay Günes, Sercan Aygun:
Growth monitoring of plants using active contour technique. Agro-Geoinformatics 2017: 1-5 - [c4]Lida Kouhalvandi, Sercan Aygün, Ece Olcay Günes, Mürvet Kirci:
Design of a high gain telescopic-cascode operational amplifier based on the ZTC operation condition. ICECS 2017: 538-541 - [c3]Lida Kouhalvandi, Sercan Aygün, Ece Olcay Günes, Mürvet Kirci:
An improved 2 stage opamp with rail-to-rai! gain-boosted folded cascode input stage and monticelli rail-to-rail class AB output stage. ICECS 2017: 542-545 - [c2]Sercan Aygun, Mustafa Altun, Ece Olcay Günes:
Sobel filter operation in image processing via stochastic arithmetic-logic unit design. SIU 2017: 1-4 - [c1]Sercan Aygun, Hulya Yalcin, Ece Olcay Günes:
Seed texture classification by random forest and neural networks. SIU 2017: 1-4
Informal and Other Publications
- 2024
- [i6]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) - 2023
- [i5]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Mohsen Imani:
Learning from Hypervectors: A Survey on Hypervector Encoding. CoRR abs/2308.00685 (2023) - [i4]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) - [i3]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]Sercan Aygun, M. Hassan Najafi:
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. CoRR abs/2311.10277 (2023) - [i1]Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi:
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. CoRR abs/2311.10778 (2023)
Coauthor Index
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