29 citations · 65 across the 6 of their papers we have counts for
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cs.LG2026
Efficient Sparse Selective-Update RNNs for Long-Range Sequence Modeling
Bojian Yin, Shurong Wang, Haoyu Tan +3
Real-world sequential signals, such as audio or video, contain critical information that is often embedded within long periods of silence or noise. While recurrent neural networks…
cs.LG2018
An image representation based convolutional network for DNA classification
Bojian Yin, Marleen Balvert, Davide Zambrano +2
The folding structure of the DNA molecule combined with helper molecules, also referred to as the chromatin, is highly relevant for the functional properties of DNA. The chromatin…
cs.LG2016
Efficient forward propagation of time-sequences in convolutional neural networks using Deep Shifting
Koen Groenland, Sander Bohte
When a Convolutional Neural Network is used for on-the-fly evaluation of continuously updating time-sequences, many redundant convolution operations are performed. We propose the m…