702812 VU/4 VU Special Topics and Methods 2: Mathematical foundations of deep learning

summer semester 2020 | Last update: 01.03.2020 Place course on memo list
702812
VU Special Topics and Methods 2: Mathematical foundations of deep learning
VU 4
7,5
weekly
annually
English

Students who have completed that module have acquired particular knowledge on the foundations of deep learning. They are able to develop innovative solutions for current problems of those branches of mathematics as well as to judge different approaches critically. As a result, they have developed learning strategies that enable them to acquire further mathematical matters autonomously.

Introduction to the foundations of deep learning: statistical learning theory, neural networks, optimization, backpropagation. Applications in image processing, inverse problems, optimal control

Continuous assessment (based on regular written and/or oral contribution by participants).

Course examination according to § 7, statute section on "study-law regulations"

not applicable
to be announced
Group 0
Date Time Location
Mon 2020-03-02
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-03-04
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-03-09
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-03-11
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-03-16
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-03-18
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-03-23
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-03-25
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-03-30
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-04-01
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-04-20
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-04-22
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-04-27
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-04-29
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-05-04
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-05-06
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-05-11
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-05-13
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-05-18
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-05-20
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-05-25
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-05-27
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-06-03
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-06-08
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-06-10
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-06-15
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-06-17
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Mon 2020-06-22
08.15 - 10.00 HS G (Technik) HS G (Technik) Barrier-free
Wed 2020-06-24
12.15 - 14.00 HS G (Technik) HS G (Technik) Barrier-free
Group Booking period
702812-0 2020-02-01 08:00 - 2020-02-21 23:59
Court S., Haltmeier M.