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Neural Network and Neural Computers
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MASTERS

Neural Network and Neural Computers

Moscow Institute of Physics and Technology
Moscow, Russia
Full-time
€5,265.57€4,236.67/year
481 Points
Duration
2 Years
Language
English

Program Description

The program focused on the theory and application of modern neural networks and machine learning methods for solving human level problems. Strong and wide theoretical background provides you various tracks for researching: signal, text and image processing, robots control, cybersecurity, neural hardware design.

Entry Requirements

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Education
Bachelor's Degree
6
or
Degree from Greek State Technical Insitute TEI (Ptychio)
6
English Level
Cambridge Proficiency (CPE)
C
or
Cambridge Advanced (CAE)
C
or
IELTS
5
or
TOEFL (internet based)
72
or
PTE
59
Required Documents
CV
Certified Copy of the Degree Certificate/Diploma
Certified Copy of the English Certification
ID Certified Copy
Passport Certified Copy
Interview
Detailed Transcript
Cover Letter
Student Visa
Reference Letter (1st)
Reference Letter (2nd)
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Notes:

Specific Entry Requirements:

  • Linear Algebra
  • Geometry
  • Differential and Integral Calculus
  • Probability Theory
  • Digital Signal Processing
  • Electrical Circuits (basics)
  • Programming: (one of) Python, Matlab, C/C++

Optional Documents:

  • Educational awards, results of academic competitions, and scientific publications.

Importanat Information:

  • The proof of English proficiency must be B2 or equivalent.
  • Legalization and notarized translation into Russian for all your documents.
  • Your passport must be valid for at least 18 months before expiry date with at least 1 clear blank visa page available for the visa stamp.

Upon arrival:

  • All applicants should submit proof of medical insurance policy with a Russian insurance company.

Curriculum

Semester 1

Russian as a Foreign Language

History, Philosophy and Methodology of Natural Science

Basics of Theory of Probability and Statistics

Neural Network Theory Basics

Basics of Neuromathematic

Professional Task Solutions Base on CUDA Toolbox

Semester 2

Fundamentals of Intelligent Cyber Security Management

Russian as a Foreign Language

Intelligent Technology for Information Security

Intelligent Learning Systems

Neuromathematics

Image Processing

Computational Intelligence

Neural Network Technology

Professional Task Solutions Base on CUDA Toolbox

Semester 3

Russian as a Foreign Language

Neural Network Technology

Neurocomputers

Neural Network Based Intrusion Detection System

Advanсed Computational Intelligence

Intelligent Technology for Information Security

Fundamentals of Intelligent Cyber Security Management

Semester 4

Personal Research Project

Pre-graduation Practice

Careers

  • Research & Development
  • IT and programming
  • Cybersecurity
  • Machine learning
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