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05/18/2022
Fast matrix multiplication for binary and ternary CNNs on ARM CPU
Low-bit quantized neural networks are of great interest in practical app...
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09/15/2020
ResNet-like Architecture with Low Hardware Requirements
One of the most computationally intensive parts in modern recognition sy...
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09/14/2020
Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices
Quantized low-precision neural networks are very popular because they re...
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02/19/2020
Fast Implementation of Morphological Filtering Using ARM NEON Extension
In this paper we consider speedup potential of morphological image filte...
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02/18/2020
Computational optimization of convolutional neural networks using separated filters architecture
This paper considers a convolutional neural network transformation that ...
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12/03/2019
The Analysis of Projective Transformation Algorithms for Image Recognition on Mobile Devices
In this work we apply commonly known methods of non-adaptive interpolati...
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11/05/2019