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What is Stochastic Neural Networks for Crypto Prediction about?

This document discusses a research paper on using stochastic neural networks for cryptocurrency price prediction. The researchers propose a model that induces randomness into neural network activations to simulate market volatility, in line with the random walk theory often used for modeling stock prices. They train Multi-Layer Perceptron and Long Short-Term Memory models on Bitcoin, Ethereum, and Litecoin price data. Results show the proposed stochastic model performs better than deterministic models for c

Author

Gustavo Sandoval

Language

EN