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Quantum Neural Network Realization of XOR on a Desktop Quantum Computer. [PDF]

Sensors (Basel)
Teo TH, Lin Q, Fu Y.
europepmc   +1 more source

A Hardware-Friendly Joint Denoising and Demosaicing System Based on Efficient FPGA Implementation. [PDF]

Micromachines (Basel)
Wang J, Wang X, Shen Y.
europepmc   +1 more source

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Base-2 Softmax Function: Suitability for Training and Efficient Hardware Implementation

IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 2022
The softmax function is widely used in deep neural networks (DNNs), its hardware performance plays an important role in the training and inference of DNN accelerators.
Yuan Zhang, Yonggang Zhang, Lele Peng, Lianghua Quan, Shubin Zheng, Zhonghai Lu, Hui Chen   +6 more
semanticscholar   +1 more source

A Modular Approximation Methodology for Efficient Fixed-Point Hardware Implementation of the Sigmoid Function

IEEE transactions on industrial electronics (1982. Print), 2022
The sigmoid function is a widely used nonlinear activation function in neural networks. In this article, we present a modular approximation methodology for efficient fixed-point hardware implementation of the sigmoid function.
Zhe Pan, Zonghua Gu, Xiaohong Jiang, Guoquan Zhu, De Ma   +4 more
semanticscholar   +1 more source

Towards Efficient Hardware Implementation of NTT for Kyber on FPGAs

International Symposium on Circuits and Systems, 2021
Kyber is a promising lattice-based post-quantum cryptography (PQC) for key encapsulation mechanisms. Since number theoretic transform (NTT) is the most computationally expensive operation in Kyber, this paper focuses on novel optimization techniques for ...
Cong Zhang, Dongsheng Liu, Xingjie Liu, X. Zou, Guangda Niu, Bo Liu, Quming Jiang   +6 more
semanticscholar   +1 more source

An Efficient Full Hardware Implementation of Extended Merkle Signature Scheme

IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 2022
This paper presents a full hardware implementation of the eXtended Merkle Signature Scheme (XMSS), a NIST approved and IETF RFC specified post-quantum cryptography (PQC) algorithm.
Yuan Cao, Yanze Wu, Wen Wang, Xu Lu, Shuai Chen, Jing Ye, Chip-Hong Chang   +6 more
semanticscholar   +1 more source

High-Performance Hardware Implementation of CRYSTALS-Dilithium

International Conference on Field-Programmable Technology, 2021
Many currently deployed public-key cryptosystems are based on the difficulty of the discrete logarithm and integer factorization problems. However, given an adequately sized quantum computer, these problems can be solved in polynomial time as a function ...
Luke Beckwith, D. Nguyen, K. Gaj
semanticscholar   +1 more source

Hardware implementation

ACM SIGGRAPH 2008 classes, 2007
In the classical Irradiance Caching algorithm, rays are first traced from the viewpoint towards the scene. For each corresponding intersection point, the irradiance cache is queried to determine whether a new irradiance record has to be created. When a new record is required, the irradiance value is computed using distribution ray tracing.
Brian Bailey, Grant Martin, Andrew Piziali   +2 more
openaire   +2 more sources

Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementation

Engineering applications of artificial intelligence, 2021
. Nowadays, soft computing has been of great help in solving real-world problems and satisfying the needs in our everyday life. We require more than ever the development and implementation of models and techniques that assist in medical issues due to the
O. Carvajal, P. Melin, I. Miramontes, G. Prado-Arechiga   +3 more
semanticscholar   +1 more source