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Yingfu Xu
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A deep Q-network (DQN) based path planning method for mobile robots
S Zhou, X Liu, Y Xu, J Guo
2018 IEEE International Conference on Information and Automation (ICIA), 366-371, 2018
602018
Fully neuromorphic vision and control for autonomous drone flight
F Paredes-Vallés, JJ Hagenaars, J Dupeyroux, S Stroobants, Y Xu, ...
Science Robotics 9 (90), eadi0591, 2024
102024
SENECA: building a fully digital neuromorphic processor, design trade-offs and challenges
G Tang, K Vadivel, Y Xu, R Bilgic, K Shidqi, P Detterer, S Traferro, ...
Frontiers in Neuroscience 17, 1187252, 2023
92023
EKF based multiple-mode attitude estimator for quadrotor using inertial measurement unit
Y Xu, J Guo, Y Guan
2017 36th Chinese Control Conference (CCC), 6191-6198, 2017
72017
Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration
Y Xu, K Shidqi, GJ van Schaik, R Bilgic, A Dobrita, S Wang, R Meijer, ...
Frontiers in Neuroscience 18, 1335422, 2024
22024
CUAHN-VIO: Content-and-Uncertainty-Aware Homography Network for Visual-Inertial Odometry
Y Xu, GCHE de Croon
arXiv preprint arXiv:2208.13935, 2022
22022
CNN-based Ego-Motion Estimation for Fast MAV Maneuvers
Y Xu, GCHE de Croon
2021 IEEE International Conference on Robotics and Automation (ICRA), 7606-7612, 2021
22021
Efficient Model-Aided Visual-Inertial Ego-Motion Estimation for Multirotor MAVs
Y Xu, G de Croon
14th annual international micro air vehicle conference and competition, 2023
12023
Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification
Y Xu, G Tang, A Yousefzadeh, G de Croon, M Sifalakis
arXiv preprint arXiv:2407.20421, 2024
2024
TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision
C Arjmand, Y Xu, K Shidqi, AF Dobrita, K Vadivel, P Detterer, M Sifalakis, ...
arXiv preprint arXiv:2406.17483, 2024
2024
Nano Quadcopter Obstacle Avoidance with a Lightweight Monocular Depth Network
C Liu, Y Xu, EJ van Kampen, G de Croon
IFAC-PapersOnLine 56 (2), 9312-9317, 2023
2023
A Lightweight Learning-based Visual-Inertial Odometry
Y Xu, GCHE de Croon
14th annual international micro air vehicle conference and competition, 2023
2023
Efficient Visual Ego-Motion Estimation for Agile Flying Robots
Y Xu
TU Delft, 2023
2023
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