Neural networks and learning machines
7,5 credits, course, master's level, D7046E
Application period starts 2025-09-16
For Programme students
LTU-37004
Application period starts 2025-09-16
Neural networks and learning machines
Period 3 - 3, v. 4 2026 - v. 12 2026, module 5, LuleåNormal teachingDay-time 50%Spring 2026
Period:Period 3 - 3, v. 4 2026 - v. 12 2026, module 5
Location:Luleå
Form of study:Day-time 50%
Language:English
Tuition fees:Information for non-EU/EEA students
Application code:LTU-37004
Application period starts:2025-09-16
Last day for application:2025-10-15
Entry requirements:At least 90 ECTS of completed courses and understanding of mathematical analysis and linear algebra; ability to develop and apply computer programs to solve mathematically formulated problems, eg D0009E Introduction to Programming, 7,5 ECTS or D0017E Introduction to Programming for Engineers, 7,5 ECTS. understanding of basic mathematical statistics including probability distributions, expectation and variance, such as S0001M Mathematical Statistics, 7,5 ECTS or S0008M Probability Theory and Statistics, 7,T ECTS; understanding of basic signal processing including sampling, time-discrete processing of time-continuous signals, linear and time-invariant systems, such as S0001E Signal Analysis, 7,5 ECTS or S0004E Signals and Systems, 7,5 ECTS; understanding of basic electrical theory including RC circuits, eg E0003E Electric Circuit Theory, 7,5 ECTS or E0013E Fundamentals of Electrical Engineering, 7,5 ECTS.
Good knowledge in English equivalent to English 6.
More information about English language requirements [http://www.ltu.se/edu/bli-student/Application-process/English-language-requirements-1.109316?l=en]."
Selection:The selection is based on 30-285 credits
Application information:
Optional course within programmes. Can be applied for within the optional space of a programme.
Selectable course in the following programmes:
Mandatory course in the following programmes:
Application for Freestanding course (En)
LTU-37004
Application period starts 2025-09-16
Neural networks and learning machines
Period 3 - 3, v. 4 2026 - v. 12 2026, module 5, LuleåNormal teachingDay-time 50%Spring 2026
Period:Period 3 - 3, v. 4 2026 - v. 12 2026, module 5
Location:Luleå
Form of study:Day-time 50%
Language:English
Tuition fees:Information for non-EU/EEA students
Application code:LTU-37004
Application period starts:2025-09-16
Last day for application:2025-10-15
Entry requirements:At least 90 ECTS of completed courses and understanding of mathematical analysis and linear algebra; ability to develop and apply computer programs to solve mathematically formulated problems, eg D0009E Introduction to Programming, 7,5 ECTS or D0017E Introduction to Programming for Engineers, 7,5 ECTS. understanding of basic mathematical statistics including probability distributions, expectation and variance, such as S0001M Mathematical Statistics, 7,5 ECTS or S0008M Probability Theory and Statistics, 7,T ECTS; understanding of basic signal processing including sampling, time-discrete processing of time-continuous signals, linear and time-invariant systems, such as S0001E Signal Analysis, 7,5 ECTS or S0004E Signals and Systems, 7,5 ECTS; understanding of basic electrical theory including RC circuits, eg E0003E Electric Circuit Theory, 7,5 ECTS or E0013E Fundamentals of Electrical Engineering, 7,5 ECTS.
Good knowledge in English equivalent to English 6.
More information about English language requirements [http://www.ltu.se/edu/bli-student/Application-process/English-language-requirements-1.109316?l=en]."
Selection:The selection is based on 30-285 credits
Application information:
Only a few freestanding places are available. This course is part of a programme.
Application for Exchange students at LTU
LTU-37004
Application period starts 2025-09-16
Neural networks and learning machines
Period 3 - 3, v. 4 2026 - v. 12 2026, module 5, LuleåNormal teachingDay-time 50%Spring 2026
Period:Period 3 - 3, v. 4 2026 - v. 12 2026, module 5
Location:Luleå
Form of study:Day-time 50%
Language:English
Tuition fees:Information for non-EU/EEA students
Application code:LTU-37004
Application period starts:2025-09-16
Last day for application:2025-10-15
Entry requirements:At least 90 ECTS of completed courses and understanding of mathematical analysis and linear algebra; ability to develop and apply computer programs to solve mathematically formulated problems, eg D0009E Introduction to Programming, 7,5 ECTS or D0017E Introduction to Programming for Engineers, 7,5 ECTS. understanding of basic mathematical statistics including probability distributions, expectation and variance, such as S0001M Mathematical Statistics, 7,5 ECTS or S0008M Probability Theory and Statistics, 7,T ECTS; understanding of basic signal processing including sampling, time-discrete processing of time-continuous signals, linear and time-invariant systems, such as S0001E Signal Analysis, 7,5 ECTS or S0004E Signals and Systems, 7,5 ECTS; understanding of basic electrical theory including RC circuits, eg E0003E Electric Circuit Theory, 7,5 ECTS or E0013E Fundamentals of Electrical Engineering, 7,5 ECTS.
Good knowledge in English equivalent to English 6.
More information about English language requirements [http://www.ltu.se/edu/bli-student/Application-process/English-language-requirements-1.109316?l=en]."
Selection:The selection is based on 30-285 credits
Application information:
Course offered in English to prospective exchange student, nominated for exchange by home university.
7,5 credits, course, master's level, D7046E
Application period starts 2025-09-16
For Programme students
LTU-37004
Application period starts 2025-09-16
Neural networks and learning machines
Period 3 - 3, v. 4 2026 - v. 12 2026, module 5, LuleåNormal teachingDay-time 50%Spring 2026
Period:Period 3 - 3, v. 4 2026 - v. 12 2026, module 5
Location:Luleå
Form of study:Day-time 50%
Language:English
Tuition fees:Information for non-EU/EEA students
Application code:LTU-37004
Application period starts:2025-09-16
Last day for application:2025-10-15
Entry requirements:At least 90 ECTS of completed courses and understanding of mathematical analysis and linear algebra; ability to develop and apply computer programs to solve mathematically formulated problems, eg D0009E Introduction to Programming, 7,5 ECTS or D0017E Introduction to Programming for Engineers, 7,5 ECTS. understanding of basic mathematical statistics including probability distributions, expectation and variance, such as S0001M Mathematical Statistics, 7,5 ECTS or S0008M Probability Theory and Statistics, 7,T ECTS; understanding of basic signal processing including sampling, time-discrete processing of time-continuous signals, linear and time-invariant systems, such as S0001E Signal Analysis, 7,5 ECTS or S0004E Signals and Systems, 7,5 ECTS; understanding of basic electrical theory including RC circuits, eg E0003E Electric Circuit Theory, 7,5 ECTS or E0013E Fundamentals of Electrical Engineering, 7,5 ECTS.
Good knowledge in English equivalent to English 6.
More information about English language requirements [http://www.ltu.se/edu/bli-student/Application-process/English-language-requirements-1.109316?l=en]."
Selection:The selection is based on 30-285 credits
Application information:
Optional course within programmes. Can be applied for within the optional space of a programme.
Selectable course in the following programmes:
Mandatory course in the following programmes:
Application for Freestanding course (En)
LTU-37004
Application period starts 2025-09-16
Neural networks and learning machines
Period 3 - 3, v. 4 2026 - v. 12 2026, module 5, LuleåNormal teachingDay-time 50%Spring 2026
Period:Period 3 - 3, v. 4 2026 - v. 12 2026, module 5
Location:Luleå
Form of study:Day-time 50%
Language:English
Tuition fees:Information for non-EU/EEA students
Application code:LTU-37004
Application period starts:2025-09-16
Last day for application:2025-10-15
Entry requirements:At least 90 ECTS of completed courses and understanding of mathematical analysis and linear algebra; ability to develop and apply computer programs to solve mathematically formulated problems, eg D0009E Introduction to Programming, 7,5 ECTS or D0017E Introduction to Programming for Engineers, 7,5 ECTS. understanding of basic mathematical statistics including probability distributions, expectation and variance, such as S0001M Mathematical Statistics, 7,5 ECTS or S0008M Probability Theory and Statistics, 7,T ECTS; understanding of basic signal processing including sampling, time-discrete processing of time-continuous signals, linear and time-invariant systems, such as S0001E Signal Analysis, 7,5 ECTS or S0004E Signals and Systems, 7,5 ECTS; understanding of basic electrical theory including RC circuits, eg E0003E Electric Circuit Theory, 7,5 ECTS or E0013E Fundamentals of Electrical Engineering, 7,5 ECTS.
Good knowledge in English equivalent to English 6.
More information about English language requirements [http://www.ltu.se/edu/bli-student/Application-process/English-language-requirements-1.109316?l=en]."
Selection:The selection is based on 30-285 credits
Application information:
Only a few freestanding places are available. This course is part of a programme.
Application for Exchange students at LTU
LTU-37004
Application period starts 2025-09-16
Neural networks and learning machines
Period 3 - 3, v. 4 2026 - v. 12 2026, module 5, LuleåNormal teachingDay-time 50%Spring 2026
Period:Period 3 - 3, v. 4 2026 - v. 12 2026, module 5
Location:Luleå
Form of study:Day-time 50%
Language:English
Tuition fees:Information for non-EU/EEA students
Application code:LTU-37004
Application period starts:2025-09-16
Last day for application:2025-10-15
Entry requirements:At least 90 ECTS of completed courses and understanding of mathematical analysis and linear algebra; ability to develop and apply computer programs to solve mathematically formulated problems, eg D0009E Introduction to Programming, 7,5 ECTS or D0017E Introduction to Programming for Engineers, 7,5 ECTS. understanding of basic mathematical statistics including probability distributions, expectation and variance, such as S0001M Mathematical Statistics, 7,5 ECTS or S0008M Probability Theory and Statistics, 7,T ECTS; understanding of basic signal processing including sampling, time-discrete processing of time-continuous signals, linear and time-invariant systems, such as S0001E Signal Analysis, 7,5 ECTS or S0004E Signals and Systems, 7,5 ECTS; understanding of basic electrical theory including RC circuits, eg E0003E Electric Circuit Theory, 7,5 ECTS or E0013E Fundamentals of Electrical Engineering, 7,5 ECTS.
Good knowledge in English equivalent to English 6.
More information about English language requirements [http://www.ltu.se/edu/bli-student/Application-process/English-language-requirements-1.109316?l=en]."
Selection:The selection is based on 30-285 credits
Application information:
Course offered in English to prospective exchange student, nominated for exchange by home university.
Kontakt
Marcus Liwicki
- Professor and Head of Subject, Deputy vice-chancellor for Artificial intelligence
- 0920-491006
- marcus.liwicki@ltu.se
- Marcus Liwicki
Fredrik Sandin
- Professor
- 0920-493163
- fredrik.sandin@ltu.se
- Fredrik Sandin
Updated: