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Sercan Aygun
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 28
Top Topics
Description Languages
Neural Network
Contingency Tables
Lightweight
Top Venues
CoRR
IEEE Embed. Syst. Lett.
ACM Great Lakes Symposium on VLSI
Agro-Geoinformatics
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Publications
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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)