Comparative Study of Deep learning Techniques for Cryptocurrencies

Abstract

Cryptocurrencies are digital currency form that utilizes an online distributed ledger technology called a blockchain. Cryptocurrency exhibits excellent features such as immutability, security, and decentralization. However, the cryptocurrency price varies in the market due to several reasons. Recently, cryptocurrency price prediction has been a concern for several researchers. The price prediction of cryptocurrency is a global research subject matter. Several deep learning and machine learning algorithms were utilized in current research to predict cryptocurrency prices. This present study intends to resolve this issue by reviewing research includes prediction of the cryptocurrency closing price in the market at a particular time. Several existing studies revealed that it is optional to predict the precise value of the future cryptocurrency price to acquire gains in the financial sector. This predicament can be handled with a knowledge of deep learning algorithms and analysis of distinguishing features of different algorithms.