Statistical physics inspired modeling of deep learning and artificial neural networks

Mechanical and Materials Engineering

Faculty Advisor
Prof. Piyush Grover
Contact Email
Potential UCARE Research Position?
Yes
Start Date
11/1/19 but flexible
Paid or Volunteer
Paid by faculty funding
Paid Rate
$14/hr
Hours Per Week
10-20
Acceptable Undergraduate Majors
Computer Science, Engineering, Physics, Mathematics

This project will involve modeling the dynamics of artificial neural networks using ideas from statistical physics, and control theory. Undergraduates with strong interest in physics/math/programming are encouraged to apply for theoretical and computational work in this exciting new area.

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