检索结果-南通市图书馆

Quantum Computational Techniques for Prediction of Cognitive State of Human Mind from EEG Signals

Journal of Quantum Computing 2020年第4期2卷 157-170页

作者： Seth Aishwarya vaishnav abeer Babu B.Sathish K.N.Subramanya Department of Computer Science and Engineering R.V.College of EngineeringBengaluru560059India Department of Industrial Engineering and Management R.V.College of EngineeringBengaluru560059India

The utilization of quantum states for the representation of information and the advances in machine learning is considered as an efficient way of modeling the working of complex *** states of mind or judgment outcomes are highly complex phenomena that happen inside the human *** these states is significant for improving the quality of technology and providing an impetus to scientific research aimed at understanding the functioning of the human *** of the key advantages of quantum wave-functions over conventional classical models is the existence of configurable hidden variables,which provide more data density due to its exponential state-space *** hidden variables correspond to the amplitudes of each probable state of the system and allow for the modeling of various intricate aspects of measurable and observable physical *** makes the quantum wave-functions powerful and felicitous to model cognitive states of the human mind,as it inherits the ability to efficiently couple the current context with past experiences temporally and spatially to approach an appropriate future cognitive *** paper implements and compares some techniques like Variational Quantum Classifiers(VQC),quantum annealing classifiers,and hybrid quantum-classical neural networks,to harness the power of quantum computing for processing cognitive states of the mind by making use of EEG *** also introduces a novel pipeline by logically combining some of the aforementioned techniques,to predict future cognitive *** preliminary results of these approaches are presented and are very encouraging with upto 61.53%validation accuracy.

关键词： Cognitive state of mind hybrid quantum-classical neural network variational quantum classifier quantum annealing EEG signals

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：