70 citations · 168 across the 17 of their papers we have counts for
3 papers · 1 filter
MSVIT: Improving Spiking Vision Transformer Using Multi-scale Attention Fusion
Wei Hua, Chenlin Zhou, Jibin Wu +2
The combination of Spiking Neural Networks (SNNs) with Vision Transformer architectures has garnered significant attention due to their potential for energy-efficient and high-perf…
Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks
Lei Jiang, Yongqing Liu, Shihai Xiao +1
Lateral inhibitory connections have been observed in the cortex of the biological brain, and has been extensively studied in terms of its role in cognitive functions. However, in t…
Classifying neuromorphic data using a deep learning framework for image classification
Roshan Gopalakrishnan, Yansong Chua, Laxmi R Iyer
In the field of artificial intelligence, neuromorphic computing has been around for several decades. Deep learning has however made much recent progress such that it consistently o…