Course Contents
[list]
[*]Training and inference of neural networks
[*]Challenges in accelerating neural networks
[*]Computation cost reduction in neural networks
[*]Neural networks acceleration with logic design and FPGAs
[*]Neural networks acceleration with in-memory-computing platforms
[/list]
Literature
Slides can be downloaded through Moodle platform.
Preconditions
Basic programming skills in Python.
[list]
[*]Training and inference of neural networks
[*]Challenges in accelerating neural networks
[*]Computation cost reduction in neural networks
[*]Neural networks acceleration with logic design and FPGAs
[*]Neural networks acceleration with in-memory-computing platforms
[/list]
Literature
Slides can be downloaded through Moodle platform.
Preconditions
Basic programming skills in Python.
- Lehrende: Jingcun Wang
- Lehrende: Li Zhang
Semester: ST 2023