Efficient data processing using tunable entropy-stabilized oxide memristors

S Yoo, S Chae, T Chiang, M Webb, T Ma, H Paik… - Nature …, 2024 - nature.com
Memristive devices are of potential use in a range of computing applications. However,
many of these devices are based on amorphous materials, where systematic control of the …

Tackling Event-Based Lip-Reading by Exploring Multigrained Spatiotemporal Clues

G Tan, Z Wan, Y Wang, Y Cao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Automatic lip-reading (ALR) is the task of recognizing words based on visual information
obtained from the speaker's lip movements. In this study, we introduce event cameras, a …

[HTML][HTML] Perspective: Entropy-stabilized oxide memristors

S Chae, S Yoo, E Kioupakis, WD Lu… - Applied Physics Letters, 2024 - pubs.aip.org
A memristor array has emerged as a potential computing hardware for artificial intelligence
(AI). It has an inherent memory effect that allows information storage in the form of easily …

Model compression algorithm and model recovery strategy based on channel importance

Z Zhang, Y Wu - International Conference on Computer …, 2024 - spiedigitallibrary.org
In the field of deep learning, object detection algorithms, especially the RetinaNet model
based on convolutional neural networks, have garnered considerable attention due to their …