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Efficient hardware implementation of threshold neural networks
10th IEEE International NEWCAS Conference, 2012Area and Noise to Signal Ratio (NSR) are two main factors in hardware implementation of neural networks. Despite attempts to reduce the area of sigmoid and hyperbolic tangent activation functions, they cannot achieve the efficiency of threshold activation function. A new NSR efficient architecture for threshold networks is proposed in this paper.
Babak Zamanlooy, Mitra Mirhassani
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Discussions on Implementing Iterative Hard Thresholding Algorithm
2014 Tenth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2014Compressive sensing is a potential technology for lossy image compression. With a given quality, we may represent an image with a few significant coefficients in the transform domain. When the number of the significant coefficients is much less than the number of the pixels, the assumption of sparse representation is satisfied.
Feng-Cheng Chang, Hsiang-Cheh Huang
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Adaptive thresholding algorithm and its hardware implementation
Pattern Recognition Letters, 1994Summary: The paper presents an adaptive raster-scan thresholding algorithm which can deal with an image acquired under imperfect illumination. A statistical measurement called LSSD (Largest Static State Difference) relating to the gray-level variation is found first.
Jeng-Daw Yang +2 more
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FPGA implementation of histogram-based thresholding
2022 11th Mediterranean Conference on Embedded Computing (MECO), 2022Miroslav Hagara +3 more
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Unbalanced sharing: a threshold implementation of SM4
Science China Information Sciences, 2021Man Wei +3 more
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Threshold implementation of ternary systems
IEEE Transactions on Electronic Computers, 1966Héctor Arango +3 more
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An Efficient Implementation of a Threshold RSA Signature Scheme
2005Several threshold RSA signature schemes have been proposed, in particular the schemes [4,8] and [20]. Recent research has shown that the earlier schemes [4,8] may be in some cases more “efficient” than these later schemes. Here we describe efficient implementations of threshold RSA schemes as well as further enhancements to improve performance of the ...
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