Sercan Aygun

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Description Languages

Contingency Tables

Top Venues

IEEE Embed. Syst. Lett.

ACM Great Lakes Symposium on VLSI

Agro-Geoinformatics

Publications

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) (2024)
Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. ASPDAC (2024)
Faeze S. Banitaba, Sercan Aygun, M. Hassan Najafi
Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing. CoRR (2024)
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. DATE (2024)
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)
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)
Mehran Shoushtari Moghadam, Sercan Aygun, M. Hassan Najafi
No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices. IEEE Embed. Syst. Lett. 15 (4) (2023)
Mehran Shoushtari Moghadam, Sercan Aygun, Mohsen Riahi Alam, M. Hassan Najafi
P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing. CoRR (2023)
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) (2023)
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)
Sercan Aygun, M. Hassan Najafi, Lida Kouhalvandi, Ece Olcay Günes
Multiplexer Optimization for Adders in Stochastic Computing. NANOARCH (2023)
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi, Mohsen Imani
Learning from Hypervectors: A Survey on Hypervector Encoding. CoRR (2023)
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) (2023)
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)
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 (2023)
Sercan Aygun, Mehran Shoushtari Moghadam, M. Hassan Najafi
uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing. CoRR (2023)
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) (2023)
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)
Sercan Aygun, M. Hassan Najafi, Mohsen Imani
A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding. DATE (2023)
Sercan Aygun, M. Hassan Najafi
Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures. CoRR (2023)
Peter Schober, Seyedeh Newsha Estiri, Sercan Aygun, Nima TaheriNejad, M. Hassan Najafi
Sound Source Localization Using Stochastic Computing. ICCAD (2022)
Sercan Aygun, Ece Olcay Günes
Utilization of Contingency Tables in Stochastic Computing. IEEE Trans. Circuits Syst. II Express Briefs 69 (6) (2022)
Savas Okyay, Sercan Aygun
Experimental interpretation of adequate weight-metric combination for dynamic user-based collaborative filtering. PeerJ Comput. Sci. 7 (2021)
Sercan Aygun, Lida Kouhalvandi, Ece Olcay Günes, Serdar Özoguz
Inspecting Distortion in the Power Amplifiers with the aid of Neural Networks. ICACT (2020)
Sercan Aygun, Mustafa Altun, Ece Olcay Günes
Sobel filter operation in image processing via stochastic arithmetic-logic unit design. SIU (2017)
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)
Sercan Aygun, Hulya Yalcin, Ece Olcay Günes
Seed texture classification by random forest and neural networks. SIU (2017)
Ece Olcay Günes, Sercan Aygun
Growth monitoring of plants using active contour technique. Agro-Geoinformatics (2017)