AY 2023 Graduate School Course Catalog

Regular Courses
　 D01 Research Ethics
　 D02 Intellectual Property Utilization
　 D03 Hot Topics and Surveys in Computer Science and Engineering
　 D04 Career Design for the Doctoral Program
Field of Study CS: Computer Science
　 CSA01 Neural Networks I: Fundamental Theory and Applications
　 CSA03 Nature-Inspired Design
　 CSA05 Formal Specifications of Processing
　 CSA06 Computation Models: Term Rewriting Systems
　 CSA07 Topics in Numerical and Applied Computation I
　 CSA10 Theory of Automata and Languages
　 CSA11 Advanced Analysis
　 CSA13 Algebraic Systems and Combinatorics
　 CSA15 Computational Physics and Simulation
　 CSA16 Computational Superstring Theory
　 CSA19 Introduction to Human-Centered Computing
　 CSA20 High Performance Computing
　 CSA21 Computational Fluid Dynamics
　 CSA22 Advanced Topics in Pattern Mining
　 CSA23 Mathematics and Post-Quantum Cryptography
　 CSC01A Information Security
　 CSC02F Applied Signal Processing
　 CSC03F Applied Statistics
　 CSC04A Quantum Information
　 CSC05F Computation Theory
　 CSC06A Introduction to Metaheuristics
　 CSC07A Advanced Graph Theory
　 CSC08A Numerical Modeling and Simulations
　 CSC09A Introduction to Projective Geometry
　 CSC11F Advanced Data Structures and Algorithms
Field of Study SY: Computer Systems
　 SYA03 Special Topics in Computer Architecture
　 SYA05 Analog VLSI Design
　 SYA06 Advanced Devices for Computer and Communication Systems
　 SYA08 System-level Design for Digital VLSIs
　 SYA10 IoT Software Engineering for Embedded Systems
　 SYA14 Neuromorphic Computing
　 SYC01A MOS Device Modeling for VLSI Design
　 SYC02A Design Automation for Digital VLSIs
　 SYC05A Embedded Real-Time Systems
　 SYC06F Advanced Computer Architecture
　 SYC07F Advanced Operating Systems
Field of Study CN: Computer Network Systems
　 CNA02 Multimedia Networking
　 CNA07 Optical Communications and Networks
　 CNC01F Computer Communications and Networking
　 CNC02A Advanced Networking
　 CNC03A Selected Topics of Future Internet
　 CNC05A Wireless and Mobile Networks
　 CNC06A Performance Evaluation of Network Systems
Field of Study IT: Applied Information Technologies
　 ITA01 Digital Audio Effects
　 ITA03 Biomedical Modeling and Visualization
　 ITA04 Finite Element Modeling and Visualization
　 ITA06 Image Recognition and Understanding
　 ITA09 Human Action Pattern Processing
　 ITA10 Spatial Hearing in Virtual Environment
　 ITA11 Technology-enhanced Language Learning
　 ITA15 Speech Articulation and Acoustics
　 ITA17 Natural Language Processing with Deep Learning
　 ITA19 Reliable System for Lunar and Planetary Explorations
　 ITA24 Biomedical Imaging and Analysis
　 ITA25 Biosignal Processing and Data Mining
　 ITA29 Biomedical Simulation
　 ITA31 Semantic Web Technologies
　 ITA33 Multimedia Machinima
　 ITA34 Practical Deep Learning
　 ITA35 Learning Theory and ICT
　 ITC01A Java 2D／3D Graphics
　 ITC02A Introduction to Sound and Audio
　 ITC03A Advanced Robotics
　 ITC04A Modern Control Theory
　 ITC05F Machine Learning
　 ITC06A Introduction to Bioinformatics
　 ITC07A Introduction to Biosignal Detection
　 ITC08A Remote Sensing
　 ITC09A Fundamental Data Analysis in Lunar and Planetary Explorations
　 ITC10A Practical Data Analysis with Lunar and Planetary Databases
　 ITC11A 3D Computer Graphics and GPU Programming
　 ITC12A Introduction to Big Data Science
Field of Study SE: Software Engineering
　 SEA01 Parallel Distributed & Internet Computing
　 SEA04 Declarative Programming
　 SEA05 Numerical Ocean／Atmosphere Modeling with OpenCL
　 SEA06 Model-Driven Software Development
　 SEA11 Software Engineering for Space Programs
　 SEA14 Quality of Software
　 SEC01F Software Engineering
　 SEC03A Software Engineering for Internet Applications
　 SEC04A Programming Strategies and Software Development Tools
Field of Study PM: Project Management and IT Specialist
　 PMA05 Business Ethics and Corporations
　 PMA06 Effective Technical & Professional Presentations
　 PMA07 Intellectual Property Management
　 PMA11 Software and Cultures
　 PMC01A Managerial Economics
　 PMC02A Fundamentals and Practices of Project Management
　 PMC03A Creativity Development: Approaches and Examples
Seminars
　 CFS Creative Factory Seminar
　 EFP Effective Academic Research Presentation Seminar (Master's Program)
　 EFP Effective Academic Research Presentation Seminar
　 EPS External Presentation／Publication Seminar
　 ES IT Specialists Educational Seminars
　 GVL ICT Global Venture Laboratory (Master's Program)
　 GVL ICT Global Venture Laboratory (Doctoral Program)
　 RPS Research Progress Report Seminar
　 RPW1 Research Paper Writing Seminar I
　 RPW2 Research Paper Writing II
　 RS Research Seminar I
　 RS Research Seminar II
　 RS Special Research Seminar I
　 RS Special Research Seminar II
　 RS Research Seminar III
　 RS/C IT Specialists Research Seminars/Conferences
　 TS／C IT Specialists Tea Seminars／Contests
Leading Edge IT Specialists Program
　 CP Conference Presentation Seminar
　 CT Contest
　 ES Educational Seminar
　 PMR PM Research Seminar
　 TS Tea Seminar
Thesis Research
　 GT Computer and Information Systems Research
Software Development Arena
　 SDA Software Development Arena I／II／III／IV
Project Development Arena
　 PDA Project Development Arena I/II/III
　 PDA Project Development Arena IV

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E-mail Address: sad-aas@u-aizu.ac.jp