eLife

Improved inference of latent neural states from calcium imaging data

This valuable study provides a practical computational framework for inferring latent neural states directly from calcium fluorescence recordings, bypassing the traditional need for a separate spike ...
IEEE

Machine Learning-Driven Trading Strategies: An Empirical Analysis of BSE Blue-Chip Stocks Using Advanced Algorithmic Approaches

This study has comprehensively investigated the empirical nature of the machine-learning- based trading strategies to be applied to blue-chip stocks of the Bombay Stock Exchange. Focused on how well ...
IEEE

State of Charge Prediction Algorithm of Lithium Battery Based on Multi-Step Time Window and Time Attention Mechanism of Long Short Term Memory Network

Abstract: Accurate State of Charge (SOC) prediction is the basis for efficient and safe operation of battery management systems. In order to improve the prediction accuracy of SOC, a SOC prediction ...