用神经网络预测加密货币价格

E. Almasri, E. Arslan
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引用次数: 6

摘要

加密货币是一种数字资产,旨在作为交换媒介,使用密码学来保护其交易,控制额外单位的创建,并验证资产的转移。加密货币是数字货币、替代货币和虚拟货币的一种。与集中的电子货币和中央银行系统相反,加密货币使用分散的控制。每个加密货币的分散控制通过区块链工作,区块链是一个公共交易数据库,作为分布式账本。神经网络领域有许多技术来执行预测。它们被广泛用于预测证券交易所指标变量的未来值。在本文中,我们将尝试使用人工神经网络来预测加密货币的收盘价,并且我们将研究价格变化与正常股票交易所的差异。
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Predicting Cryptocurrencies Prices with Neural Networks
A cryptocurrency is a digital asset designed to work as a medium of exchange that uses cryptography to secure its transactions, to control the creation of additional units, and to verify the transfer of assets.Cryptocurrencies are a type of digital currencies, alternative currencies and virtual currencies. Cryptocurrencies use decentralized control as opposed to centralized electronic money and central banking systems. The decentralized control of each cryptocurrency works through a blockchain, which is a public transaction database, functioning as a distributed ledger.Neural Networks field has many techniques to perform predictions. They are widely used to predict the future values of stock exchange indicators variables. In this paper we will try to use Artificial Neural Network to predict cryptocurrencies close prices, and we’ll study the difference in price change with the normal stock exchanges.
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