Rosa H. M. Chan

Orcid: 0000-0003-4808-2490

According to our database1, Rosa H. M. Chan authored at least 71 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Community Channel-Net: Efficient channel-wise interactions via community graph topology.
Pattern Recognit., September, 2023

Tracking Fast by Learning Slow: An Event-based Speed Adaptive Hand Tracker Leveraging Knowledge in RGB Domain.
CoRR, 2023

Non-Invasive Monitoring of Swallowing Function Using Multi-Channel Auscultation.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Tracking Bilateral Lower Limb Kinematics of Distance Runners on Treadmill Using a Single Inertial Measurement Unit.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Comparing the Graphical Features of Simple Artificial Neural Networks and Cortical Development.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Towards lifelong object recognition: A dataset and benchmark.
Pattern Recognit., 2022

The CORSMAL Benchmark for the Prediction of the Properties of Containers.
IEEE Access, 2022

Does Meta-Learning Improve EEG Motor Imagery Classification?
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Stratification and Survival Prediction for Amyotrophic Lateral Sclerosis Patients.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
An Efficient and Flexible Spike Train Model Via Empirical Bayes.
IEEE Trans. Signal Process., 2021

Hand Gesture Recognition Using Multiple Acoustic Measurements at Wrist.
IEEE Trans. Hum. Mach. Syst., 2021

Sensor-Based Gait Retraining Lowers Knee Adduction Moment and Improves Symptoms in Patients with Knee Osteoarthritis: A Randomized Controlled Trial.
Sensors, 2021

Multi-modal estimation of the properties of containers and their content: survey and evaluation.
CoRR, 2021

Latent Variable Models Reconstruct Diversity of Neuronal Response to Drifting Gratings in Murine Visual Cortex.
IEEE Access, 2021

A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning.
Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021

Prediction of Human Intention in Vehicles, Pedestrians and Bicyclists Interactions.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020
Ear-EEG Recording for Brain Computer Interface of Motor Task.
Dataset, October, 2020

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions].
IEEE Robotics Autom. Mag., 2020

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report.
CoRR, 2020

Challenges in Task Incremental Learning for Assistive Robotics.
IEEE Access, 2020

Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep Learning.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

VA2Mass: Towards the Fluid Filling Mass Estimation via Integration of Vision and Audio Learning.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Machine Learning-Driven Drug Discovery: Prediction of Structure-Cytotoxicity Correlation Leads to Identification of Potential Anti-Leukemia Compounds.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Right Temporal Oscillations of Infants in Relation to Contingent Learning.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition.
CoRR, 2019

2018
IoT for Next-Generation Racket Sports Training.
IEEE Internet Things J., 2018

Volleyball Skill Assessment Using a Single Wearable Micro Inertial Measurement Unit at Wrist.
IEEE Access, 2018

Stochastic Dynamical Systems Based Latent Structure Discovery in High-Dimensional Time Series.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Weighted Network Density Predicts Range of Latent Variable Model Accuracy.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Reduced-Rank Linear Dynamical Systems.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Sparse Multiwavelet-Based Generalized Laguerre-Volterra Model for Identifying Time-Varying Neural Dynamics from Spiking Activities.
Entropy, 2017

A wearable hand gesture recognition device based on acoustic measurements at wrist.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Entropy of surface EMG reflects object weight in grasp-and-lift task.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
High-resolution time-frequency analysis of EEG signals using multiscale radial basis functions.
Neurocomputing, 2016

Computational classification of different wild-type zebrafish strains based on their variation in light-induced locomotor response.
Comput. Biol. Medicine, 2016

Fuzzy entropy based nonnegative matrix factorization for muscle synergy extraction.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Short latency hand movement classification based on surface EMG spectrogram with PCA.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Identification of time-varying neural dynamics from spiking activities using Chebyshev polynomials.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Cross-frequency information transfer from EEG to EMG in grasping.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Effective connectivity matrix for neural ensembles.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Heterogeneous feature subset selection using mutual information-based feature transformation.
Neurocomputing, 2015

Clustering Heterogeneous Data with <i>k</i>-Means by Mutual Information-Based Unsupervised Feature Transformation.
Entropy, 2015

Dimensionality reduction of hybrid data using mutual information-based unsupervised feature transformation: With application on intrusion detection.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Reconstruction of neural network topology using spike train data: Small-world features of hippocampal network.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Recruitment of small synergistic movement makes a good pianist.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A High-Throughput Zebrafish ScreeningMethod for Visual Mutants by Light-Induced Locomotor Response.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Compact Graph based Semi-Supervised Learning for Medical Diagnosis in Alzheimer's Disease.
IEEE Signal Process. Lett., 2014

An FPGA based scalable architecture of a stochastic state point process filter (SSPPF) to track the nonlinear dynamics underlying neural spiking.
Microelectron. J., 2014

Laguerre-volterra model and architecture for MIMO system identification and output prediction.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
On-Chip Systolic Networks for Real-Time Tracking of Pairwise Correlations Between Neurons in a Large-Scale Network.
IEEE Trans. Biomed. Eng., 2013

Real-Time Prediction of Neuronal Population Spiking Activity Using FPGA.
IEEE Trans. Biomed. Circuits Syst., 2013

Trace Ratio Linear Discriminant Analysis for Medical Diagnosis: A Case Study of Dementia.
IEEE Signal Process. Lett., 2013

Naming Game on Networks: Let Everyone be Both Speaker and Hearer.
CoRR, 2013

A reconfigurable architecture for real-time prediction of neural activity.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Evaluation of mental workload in visual-motor task: Spectral analysis of single-channel frontal EEG.
Proceedings of the IECON 2013, 2013

Spectral modulation of frontal EEG activities during motor skill acquisition: task familiarity monitoring using single-channel EEG.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Functional connectivity between Layer 2/3 and Layer 5 neurons in prefrontal cortex of nonhuman primates during a delayed match-to-sample task.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A dual mode FPGA design for the hippocampal prosthesis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
High-Performance and Scalable System Architecture for the Real-Time Estimation of Generalized Laguerre-Volterra MIMO Model From Neural Population Spiking Activity.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2011

FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Activities.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011

FPGA Architecture of Generalized Laguerre-Volterra MIMO Model for Neural Population Spiking Activities.
Proceedings of the IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines, 2011

Estimation and statistical validation of event-invariant nonlinear dynamic models of hippocampal CA3-CA1 population activities.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A hardware-based computational platform for Generalized Laguerre-Volterra MIMO model for neural activities.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Restorative encoding memory integrative neural device: "REMIND".
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Tracking the changes of hippocampal population nonlinear dynamics in rats learning a memory-dependent task.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
The Neurobiological Basis of Cognition: Identification by Multi-Input, Multioutput Nonlinear Dynamic Modeling.
Proc. IEEE, 2010

2009
Nonlinear modeling of neural population dynamics for hippocampal prostheses.
Neural Networks, 2009

2007
Nonlinear Dynamic Modeling of Spike Train Transformations for Hippocampal-Cortical Prostheses.
IEEE Trans. Biomed. Eng., 2007

2006
Physiologically Plausible Stochastic Nonlinear Kernel Models of Spike Train to Spike Train Transformation.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004
Nano-assembly of DNA based electronic devices using atomic force microscopy.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004


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