Search Results for author: Byung-Geun Lee

Found 3 papers, 2 papers with code

Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification

no code implementations4 Mar 2024 Ankur Singh, Sanghyeon Choi, Gunuk Wang, Maryaradhiya Daimari, Byung-Geun Lee

Reservoir computing (RC) offers a neuromorphic framework that is particularly effective for processing spatiotemporal signals.

Time Series Time Series Prediction

Multi-Modal Fusion for Sensorimotor Coordination in Steering Angle Prediction

1 code implementation11 Feb 2022 Farzeen Munir, Shoaib Azam, Byung-Geun Lee, Moongu Jeon

The conventional frame-based RGB camera is the most common exteroceptive sensor modality used to acquire the environmental perception data.

Imitation Learning

LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor

1 code implementation17 Sep 2020 Farzeen Munir, Shoaib Azam, Moongu Jeon, Byung-Geun Lee, Witold Pedrycz

Traditional lane detection methods incorporate handcrafted or deep learning-based features followed by postprocessing techniques for lane extraction using frame-based RGB cameras.

Autonomous Driving Lane Detection

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