74 citations · 114 across the 10 of their papers we have counts for
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cs.CV2020★ 17 cited
Quantization of Deep Neural Networks for Accumulator-constrained Processors
Barry de Bruin, Zoran Zivkovic, Henk Corporaal
We introduce an Artificial Neural Network (ANN) quantization methodology for platforms without wide accumulation registers. This enables fixed-point model deployment on embedded co…
cs.CV2019
LocalNorm: Robust Image Classification through Dynamically Regularized Normalization
Bojian Yin, Siebren Schaafsma, Henk Corporaal +2
While modern convolutional neural networks achieve outstanding accuracy on many image classification tasks, they are, compared to humans, much more sensitive to image degradation.…