Wittek P. Quantum machine learning: what quantum computing means to data mining. Academic Press; 2014.P. Wittek. Quantum Machine Learning: What Quantum Computing Means to Data Min- ing. Academic Press (2014)P.
from qiskit_machine_learning.kernelsimportQuantumKernel from qiskit.circuitimportParameterVector # 创建一个两量子比特的量子电路,作为特征映射 feature_dimension=2x=ParameterVector('x',feature_dimension)feature_map=QuantumCircuit(feature_dimension)# 对量子比特应用Hadamard门和RZ旋转门foriinrange(feature_dimension...
【QC】Quantum Computing | 03 Practice | Exploring Quantum Machine Learning66 0 2024-10-27 23:44:09 未经作者授权,禁止转载 您当前的浏览器不支持 HTML5 播放器 请更换浏览器再试试哦~点赞 投币 8 分享 Video Source: youtube/Qiskit 在该课程中,探讨了量子机器学习,特别关注短期可实现的算法。在介绍经...
At the intersection of machine learning and quantum computing, quantum machine learning has the potential of accelerating data analysis, especially for quantum data, with applications for quantum materials, biochemistry and high-energy physics. Neverthel
Fuelled by increasing computer power and algorithmic advances, machine learning techniques have become powerful tools for finding patterns in data. Quantum systems produce atypical patterns that classical systems are thought not to produce efficiently, s
7.2Quantum reinforcement learning Because of its innovation incomputer vision, QRL has received a lot of attention. The idea of QRL is inspired by quantum computing’sstate superpositiontheory andquantum parallelism. QRL outperformsRLin terms of learning speed, which leads to a balance between exploita...
包括经典机器学习算法(classical machine learning algorithms)和Quantum AI的混合模式(hybrid model),将很快带来实际应用价值。
Quantum machine learning (QML) is at the nexus of two very hyped topics: artificial intelligence and quantum computing. Ignoring the AI hype, let's explore how realistic quantum machine learning is. But first we need to put one thing behind us: in the near future, we won’t have...
The Basics of Quantum Computing Before getting deep into Quantum Machine Learning, readers should be familiar with basic Quantum Computing terminologies, which are discussed here. Bra-ket Notation In quantum mechanics and quantum physics, the “Bra-ket” notation or “Dirac” notation is used to wr...
A universal scheme of quantum computing is the 'gate model'. A gate performs the state-to-state transfer, this process will physically last for a duration of time. In short, every gate has an underlying Hamiltonian. Let us write the time evolution operator of our physical system as:U^ ...