77 citations · 163 across the 20 of their papers we have counts for
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Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification
Ringo S. W. Chu, Ho-Cheung Ng, Xiwei Wang +1
Hyperspectral images (HSIs) can distinguish materials with high number of spectral bands, which is widely adopted in remote sensing applications and benefits in high accuracy land…
Optimizing CNN-based Hyperspectral Image Classification on FPGAs
Shuanglong Liu, Ringo S. W. Chu, Xiwei Wang +1
Hyperspectral image (HSI) classification has been widely adopted in applications involving remote sensing imagery analysis which require high classification accuracy and real-time…
Pangloss: a novel Markov chain prefetcher
Philippos Papaphilippou, Paul H. J. Kelly, Wayne Luk
We present Pangloss, an efficient high-performance data prefetcher that approximates a Markov chain on delta transitions. With a limited information scope and space/logic complexit…
Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going
Erwei Wang, James J. Davis, Ruizhe Zhao +5
Deep neural networks have proven to be particularly effective in visual and audio recognition tasks. Existing models tend to be computationally expensive and memory intensive, howe…