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20042024
most citedFast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the 'extreme learning machine' algorithm

80 citations · 622 across the 22 of their papers we have counts for

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2 papers · 1 filter

cs.NE2015★ 12 cited

Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network

Mark D. McDonnell, Tony Vladusich

We present a neural network architecture and training method designed to enable very rapid training and low implementation complexity. Due to its training speed and very few tunabl…

cs.NE2014★ 80 cited

Fast, simple and accurate handwritten digit classification by training shallow neural network classifiers with the 'extreme learning machine' algorithm

Mark D. McDonnell, Migel D. Tissera, Tony Vladusich +2

Recent advances in training deep (multi-layer) architectures have inspired a renaissance in neural network use. For example, deep convolutional networks are becoming the default op…