A Simple and Effective Point-based Network for Event Camera 6-DOFs Pose Relocalization

H Ren, J Zhu, Y Zhou, H Fu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Event cameras exhibit remarkable attributes such as high dynamic range asynchronicity and
low latency making them highly suitable for vision tasks that involve high-speed motion in …

FAPNet: An Effective Frequency Adaptive Point-based Eye Tracker

X Lin, H Ren, B Cheng - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Eye tracking is crucial for human-computer interaction in different domains. Conventional
cameras encounter challenges such as power consumption and image quality during …

High-Performance Method and Architecture for Attention Computation in DNN Inference

Q Cheng, X Hu, H Xiao, Y Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, The combination of Attention mechanism and deep learning has a wide
range of applications in the field of medical imaging. However, due to its complex …

TFSRAM: A 249.8 TOPS/W Timing-to-first-spike Compute-in-memory Neuromorphic Processing Engine with Twin-column SRAM Synapses

Z Li, Q Zheng, J Ku, B Taylor… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Spiking neural networks (SNNs) have shown high efficiency in information processing. Time-
to-first-spike (TTFS) coding, which encodes the information to the times of first spikes, has …