Sercan Aygün

Martin Margala

IEEE Embed. Syst. Lett., June, 2024

Late Breaking Results: Fortifying Neural Networks: Safeguarding Against Adversarial Attacks with Stochastic Computing.

[BibT_eX]

[DOI]

Faeze S. Banitaba

CoRR, 2024

All You Need is Unary: End-to-End Unary Bit-stream Processing in Hyperdimensional Computing.

[BibT_eX]

[DOI]

Faeze S. Banitaba

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Late Breaking Results: TriSC: Low-Cost Design of Trigonometric Functions with Quasi Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

P2LSG: Powers-of-2 Low-Discrepancy Sequence Generator for Stochastic Computing.

[BibT_eX]

[DOI]

Mohsen Riahi Alam

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices.

[BibT_eX]

[DOI]

IEEE Embed. Syst. Lett., December, 2023

Hardware-Software Co-Optimization of Long-Latency Stochastic Computing.

[BibT_eX]

[DOI]

IEEE Embed. Syst. Lett., December, 2023

Agile Simulation of Stochastic Computing Image Processing With Contingency Tables.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023

Stochastic Computing Design and Implementation of a Sound Source Localization System.

[BibT_eX]

[DOI]

Peter Schober

Seyedeh Newsha Estiri

Amir Hossein Jalilvand

Nima TaheriNejad

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures.

[BibT_eX]

[DOI]

CoRR, 2023

Sorting it out in Hardware: A State-of-the-Art Survey.

[BibT_eX]

[DOI]

Amir Hossein Jalilvand

Faeze S. Banitaba

Seyedeh Newsha Estiri

CoRR, 2023

Learning from Hypervectors: A Survey on Hypervector Encoding.

[BibT_eX]

[DOI]

Mohsen Imani

CoRR, 2023

Optimizing Indoor Localization Accuracy with Neural Network Performance Metrics and Software-Defined IEEE 802.11az Wi-Fi Set-Up.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Wireless Networks and Mobile Communications, 2023

Accurate and Energy-Efficient Stochastic Computing with Van Der Corput Sequences.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

Multiplexer Optimization for Adders in Stochastic Computing.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

Bit-Stream Processing with No Bit-Stream: Efficient Software Simulation of Stochastic Vision Machines.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

Reconvergent Path-aware Simulation of Bit-stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding.

[BibT_eX]

[DOI]

Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

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

[BibT_eX]

[DOI]

Sercan Aygün

PhD thesis, 2022

Utilization of Contingency Tables in Stochastic Computing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Sound Source Localization Using Stochastic Computing.

[BibT_eX]

[DOI]

Peter Schober

Seyedeh Newsha Estiri

Nima TaheriNejad

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

Experimental interpretation of adequate weight-metric combination for dynamic user-based collaborative filtering.

[BibT_eX]

[DOI]

Savas Okyay

PeerJ Comput. Sci., 2021

2020

Inspecting Distortion in the Power Amplifiers with the aid of Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Advanced Communication Technology, 2020

2019

Sensor Fusion for IoT-based Intelligent Agriculture System.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2017

Seed texture classification by random forest and neural networks.

[BibT_eX]

[DOI]

Hulya Yalcin

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Sobel filter operation in image processing via stochastic arithmetic-logic unit design.

[BibT_eX]

[DOI]

Mustafa Altun

Proceedings of the 25th Signal Processing and Communications Applications Conference, 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.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Design of a high gain telescopic-cascode operational amplifier based on the ZTC operation condition.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Growth monitoring of plants using active contour technique.

[BibT_eX]

[DOI]

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

A benchmarking: Feature extraction and classification of agricultural textures using LBP, GLCM, RBO, Neural Networks, k-NN, and random forest.

[BibT_eX]

[DOI]