Topic of Research Seminar: Mathematics of Neural Networks

Abstract: The rise of neural networks has transformed the whole technological landscape. However, behind these seemingly magical networks lies a deep and elegant mathematical framework that is often overlooked or misunderstood. Many practitioners in the field often relying on pre-built libraries and black-box models and talk less about the mathematical foundations. This talk aims to explore the mathematical principles that underlie modern neural architectures.

Subject Field of Topic: Mathematics

Name of Speaker: Dr. Quanita Kiran

Professorial Rank of Speaker: Tenured Professor

Email of Speaker: [email protected]

University Profile weblink: https://sns.nust.edu.pk/research/mathematics-research-groups/, https://ceme.nust.edu.pk/research/graph-theory-and-discrete-structures-groups/, https://seecs.nust.edu.pk/faculty/quanita-kiran/

Date and Venue: (Wednesday) 23 April 2025, 03:30 hrs, Room # 303, Old Building, School of Natural Sciences (SNS), NUST Islamabad