Article-Journal

Multi-task learning for estimation of remote PPG and respiration signals with complex valued convolutional neural network
Remote and continuous biometric signal monitoring has become increasingly crucial for the prompt diagnosis of physiological disorders. …
PDF DOI
Deep Reinforcement Learning-Based Adaptive Bandpass Filter With Reconfigurable Frequency and Bandwidth
This letter proposes a novel adaptive bandpass filter with reconfigurable center frequency and bandwidth (BW) based on a deep Q-network …
PDF DOI
Designing a Remote Photoplethysmography-Based Heart Rate Estimation Algorithm During a Treadmill Exercise
Remote photoplethysmography is a technology that estimates heart rate by detecting changes in blood volume induced by heartbeats and …
PDF DOI
Designing Spiking Neural Network-Based Reinforcement Learning for 3D Robotic Arm Applications
This study investigates a novel approach to robotic arm control through integrating spiking neural networks with the twin delayed deep …
PDF DOI
Dual-Band Absorptive Bandpass Filters Using a Dual-Behavior Matching Section
This study introduces a dual-band absorptive bandpass filter that employs a dual-behavior matching section. The proposed design …
PDF DOI
Regression Model Employing Spiking Neural Network for Bio-Signal Analysis With Hardware Integration
Spiking neural networks, known for mimicking the brain’s functionality resulting in efficient algorithms, are gaining attention across …
PDF DOI
Brain-inspired learning rules for spiking neural network-based control: a tutorial
Robotic systems rely on spatio-temporal information to solve control tasks. With advancements in deep neural networks, reinforcement …
PDF DOI
Tunable Absorptive Dual Notch Filters Using a Stub-Loaded Coupled Line with an Inductor
This paper presents tunable absorptive dual-notch filters using a stub-loaded coupled line with an inductor. The two-pole Butterworth …
PDF DOI
Deep Neural Network-based Empirical Mode Decomposition for Motor Imagery EEG Classification
Motor imagery refers to the brain’s response during the mental simulation of physical activities, which can be detected through …
PDF DOI
Energy-Efficient PPG-Based Respiratory Rate Estimation Using Spiking Neural Networks
Respiratory rate (RR) is a vital indicator for assessing the bodily functions and health status of patients. RR is a prominent …
PDF DOI
Grant Support

© 2025 BCML Lab, Kwangwoon University. All rights reserved. Terms & Privacy GitHub

Rm 701, Saebit Bldg., 20, Gwangun-ro, Nowon-gu, Seoul 01890, South Korea