Results 271 to 280 of about 2,829,604 (309)

On Classification of Quantum Channels

Open Systems & Information Dynamics, 2001
Quantum mutual entropy and quantum capacity are rigorously defined by Ohya, and they are quite useful in the study of quantum communication processes [4, 7, 8, 9,10]. Mathematical models of optical communication processes are described by a quantum channel and optical states, and quantum capacity is one of the most important criteria to measure the ...
Satoshi Iriyama, Noboru Watanabe
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Deep Quantum Networks for Classification

2010 20th International Conference on Pattern Recognition, 2010
This paper introduces a new type of deep learning method named Deep Quantum Network (DQN) for classification. DQN inherits the capability of modeling the structure of a feature space by fuzzy sets. At first, we propose the architecture of DQN, which consists of quantum neuron and sigmoid neuron and can guide the embedding of samples divisible in new ...
Shusen Zhou   +2 more
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Quantum-inspired Classification Algorithms [PDF]

open access: possible
We present algorithms for supervised classification tasks in machine learning that are inspired by quantum mechanics. They rely on the so-called problem of quantum state discrimination, which consists in identifying which one of a known set of quantum states has been prepared based on the outcome of a quantum measurement on the state.
Zambrini Cruzeiro, Emmanuel   +3 more
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Quaternion Quantum Neural Network for Classification

Advances in Applied Clifford Algebras, 2023
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Guillermo Altamirano-Escobedo   +1 more
openaire   +1 more source

Quantum Classification Algorithms

2020
This chapter covers the topic of quantum classification algorithms. You will see how quantum classification algorithms are implemented in real life. Code examples are presented for different algorithms such as quantum classifiers, support vector machines, and sparse support vector machines.
openaire   +1 more source

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