3 papers
q-bio.NC2025
A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity
Shirmohammad Tavangari, Sajjad Janfaza, Zahra Shakarami +1
This paper introduces a biomathematical model designed to describe the internal dynamics of dream formation and spontaneous cognitive processes. The model incorporates neurocogniti…
econ.GN2024
Artificial Intelligence in Financial Forecasting: Analyzing the Suitability of AI Models for Dollar/TL Exchange Rate Predictions
Asef Yelghi, Aref Yelghi, Shirmohammad Tavangari
The development of artificial intelligence has made significant contributions to the financial sector. One of the main interests of investors is price predictions. Technical and fu…
cs.LG2024
Enhancing PAC Learning of Half spaces Through Robust Optimization Techniques
Shirmohammad Tavangari, Zahra Shakarami, Aref Yelghi +1
This paper explores the challenges of PAC learning in semi-enclosed environments that face persistent disruptive noise and demonstrates the weaknesses of traditional learning model…