JaneEye: A 12-nm 2K-FPS 18.9-μJ/Frame Event-based Eye Tracking Accelerator
2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC), Lantau, Hong Kong, 2026, pp. 170-176, 2026
Perception at the edge.
Event-based vision & wearable intelligence
We investigate event-driven perception and compact neural architectures for devices with strict energy and latency budgets. Work on eye tracking connects algorithms such as change-based ConvLSTMs with dedicated hardware, including JaneEye and BitFair.
Selected work.
All publicationsBitFair: A 12nm Bit-Serial CNN Accelerator with Learnable Early Termination and Adaptive Bit Ordering for Ultra-Low-Power XR Vision
in IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2026
3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network
in 2023 IEEE Biomedical Circuits and Systems (BioCAS) Conference, 2023
FACET: Fast and Accurate Event-Based Eye Tracking Using Ellipse Modeling for Extended Reality
accepted to IEEE International Conference on Robotics and Automation (ICRA), 2025
EvHand-FPV: Efficient Event-Based 3D Hand Tracking from First-Person View
preprint, 2025.
Event-Based Eye Tracking. AIS 2024 Challenge Survey
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 5810-5825