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Efficient and robust bitstream processing in binarised neural networks

Electronics letters, 2021-03, Vol.57 (5), p.219-222

2021

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Utilization of Contingency Tables in Stochastic Computing

IEEE transactions on circuits and systems. II, Express briefs, 2022-06, Vol.69 (6), p.2942-2946

2022

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Time-Bin-Based Neighbourhood Algorithm for Temporal Effects in Recommendation Systems

Tehnički vjesnik, 2022-12, Vol.29 (6), p.1827-1832

2022

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

PeerJ. Computer science, 2021-12, Vol.7, p.e784, Article e784

2021

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

IEEE embedded systems letters, 2023-12, Vol.15 (4), p.190-193

2023

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Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures

IEEE transactions on computer-aided design of integrated circuits and systems, 2024-09, p.1-1

2024

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Agile Simulation of Stochastic Computing Image Processing with Contingency Tables

IEEE transactions on computer-aided design of integrated circuits and systems, 2023-10, Vol.42 (10), p.1-1

2023

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Low-Cost and Highly-Efficient Bit-Stream Generator for Stochastic Computing Division

IEEE transactions on nanotechnology, 2024, Vol.23, p.195-202

2024

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uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing

2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024, p.1-6

2024

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

2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, p.1-2

2023

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No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices

IEEE embedded systems letters, 2023-12, Vol.15 (4), p.210-213

2023

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Stochastic Computing Design and Implementation of a Sound Source Localization System

IEEE journal on emerging and selected topics in circuits and systems, 2023-03, Vol.13 (1), p.1-1

2023

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Sound Source Localization Using Stochastic Computing

2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2022, p.1-9

2022

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Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing

IEEE embedded systems letters, 2024-06, Vol.16 (2), p.222-226

2024

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A Significant Fallacy of Built-in Correlation Functions in Recommender Systems

2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2021, p.1-4

2021

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Radiation Pattern Extrapolation through Generative Adversarial Network

2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), 2024, p.679-680

2024

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Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024, p.355-356

2024

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Multiplexer Optimization for Adders in Stochastic Computing

Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023, p.1-2

2023

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

2023 10th International Conference on Wireless Networks and Mobile Communications (WINCOM), 2023, p.1-4

2023

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Reconvergent Path-aware Simulation of Bit-stream Processing

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023, p.225-226

2023

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

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023, p.273-279

2023

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An improved 2 stage opamp with rail-to-rai! gain-boosted folded cascode input stage and monticelli rail-to-rail class AB output stage

2017 24th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2017, p.542-545

2017

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

2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 2024, p.38-45

2024

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

2017 6th International Conference on Agro-Geoinformatics, 2017, p.1-4

2017

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Computer vision techniques for automatic determination of yield effective bad condition storage effects on various agricultural seed types

2016 Fifth International Conference on Agro-Geoinformatics (Agro-Geoinformatics), 2016, p.1-6

2016

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Efficient and robust bitstream processing in binarised neural networks

Utilization of Contingency Tables in Stochastic Computing

Time-Bin-Based Neighbourhood Algorithm for Temporal Effects in Recommendation Systems

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

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

Sobol Sequence Optimization for Hardware-Efficient Vector Symbolic Architectures

Agile Simulation of Stochastic Computing Image Processing with Contingency Tables

Low-Cost and Highly-Efficient Bit-Stream Generator for Stochastic Computing Division

uHD: Unary Processing for Lightweight and Dynamic Hyperdimensional Computing

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

No-Multiplication Deterministic Hyperdimensional Encoding for Resource-Constrained Devices

Stochastic Computing Design and Implementation of a Sound Source Localization System

Sound Source Localization Using Stochastic Computing

Detecting Vulnerability in Hardware Description Languages: Opcode Language Processing

A Significant Fallacy of Built-in Correlation Functions in Recommender Systems

Radiation Pattern Extrapolation through Generative Adversarial Network

Word2HyperVec: From Word Embeddings to Hypervectors for Hyperdimensional Computing

Multiplexer Optimization for Adders in Stochastic Computing

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

Reconvergent Path-aware Simulation of Bit-stream Processing

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

An improved 2 stage opamp with rail-to-rai! gain-boosted folded cascode input stage and monticelli rail-to-rail class AB output stage

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

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

Computer vision techniques for automatic determination of yield effective bad condition storage effects on various agricultural seed types

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