Dr. Matthew Singh

Assistant Professor

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Biography

Matthew Francis Singh is an Assistant Professor in the Department of Statistics at the University of Illinois. His research focuses on the intersection of statistical modeling and neuroscience, emphasizing Mathematical Neuroscience, Neural Networks, and Machine Learning. He has a Ph.D. in Neuroscience from Washington University in St. Louis. Professor Singh is involved in innovative research exploring Nonlinear Dynamics, Control Theory, Brain Connectomics, and Precision Medicine, contributing to advancements in data science applications in health-related fields. He leads the Computation & Neurodynamics (CONE) lab, where he collaborates with students and researchers on cutting-edge projects that integrate statistical methodologies with neural data analysis.

Research Interests

Experience

Assistant Professor

— Present

University of Illinois • Champaign, IL

Teaching and conducting research in the Department of Statistics.

Courses

STAT 385: Statistical Programming Methods STAT 447: Data Science Programming Methods

Requirements for University of Illinois

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:7
Reading
Required:7
Writing
Required:7
Speaking
Required:7
Overall
Required:7.5
TOEFL
Listening
Required:17
Reading
Required:19
Writing
Required:21
Speaking
Required:20
Total
Required:103
GRE General
Prerequisites
Mathematical background Linear Algebra Calculus
Application Checklist
  • Online application
  • Unofficial transcripts
  • 3 Letters of Recommendation
  • Academic Statement of Purpose
  • Resume/CV
Specialization Notes

GRE is optional for admission to all graduate programs in Statistics. Full status admission requires higher language scores than limited status.