Analysis of associativity among mirror neurons for financial profiling

Tarun Dash, Vinayak Jaiswal, Anoosha Sagar, Gaurav Vazirani, N. Giri
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Abstract

Mirror neurons, observed first in macaque monkeys, are neurons which fire not only on the performance of an action but also during the perception of the same action by some being. This paper presents the application of the concept of mirror neurons in financial profiling. In addition, this concept has been extended to establish associativity among the mirror neurons. This financial application makes use of stock market data from the official Bombay Stock Exchange (BSE) Web site and uses the concepts of artificial neural networks, hierarchical agglomerative clustering, and dimensionality reduction for implementation. The performance of this system has been established using the concept of root mean square error.
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镜像神经元在财务分析中的关联性分析
镜像神经元首先在猕猴身上被观察到,这种神经元不仅在一个动作的执行时被激活,而且在某些生物感知到同样的动作时也会被激活。本文介绍了镜像神经元概念在金融分析中的应用。此外,这一概念已被扩展到建立镜像神经元之间的联想性。这个金融应用程序使用来自孟买证券交易所(BSE)官方网站的股票市场数据,并使用人工神经网络、分层聚集聚类和降维的概念来实现。利用均方根误差的概念建立了该系统的性能。
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