Innovative Long-Term Memory Modeling Research

Our framework explores fractional calculus for modeling long-term memory, developing optimized dynamic equations, and validating through complex datasets like financial and biological time series to enhance performance.

A close-up of handwritten notes on mathematical polynomial division, with a visible equation and the words 'polynomial division' written prominently.
A close-up of handwritten notes on mathematical polynomial division, with a visible equation and the words 'polynomial division' written prominently.
Research Design Phases
Testing and Validation Process

We focus on theoretical analysis, model design, experimental validation with real-world datasets, and application testing to ensure our framework is effective in diverse and complex scenarios.