PULS
Foto: Matthias Friel
Introductory lecture is on Friday 16.4. at 15:30.
Please use the following link:
Topic: Hardware Architectures for AI - Intro Lecture
Time: Apr 16, 2021 03:30 PM Amsterdam, Berlin, Rome, Stockholm, Vienna
Join Zoom Meeting
https://uni-potsdam.zoom.us/j/61882678937
Meeting ID: 618 8267 8937
Passcode: 66269809
One tap mobile
+496950502596,,61882678937#,,,,*66269809# Germany
+496971049922,,61882678937#,,,,*66269809# Germany
+49 695 050 2596 Germany
+49 69 7104 9922 Germany
+49 30 5679 5800 Germany
Find your local number: https://uni-potsdam.zoom.us/u/cb9g9f4Jhu
Join by SIP
61882678937@fr.zmeu.us
Mündliche Prüfung.
In this course the focus will be on the specifics of hardware design and architectures for AI applications. After the overview of the standard design techniques and common computing architectures, the additional requirements of AI will be discussed. Based on this, the specific architectures and design methods increasing the efficiency of the computation will be discussed. Finally, this course will include also an introduction to the emerging and novel architectures and technologies that could have significant impact in the future.
Here is the detailed list of topics:
- Introduction in VLSI design and computer architectures
- State of the art processor architecture, Example RISC-V
- Limitations of classical architectures for AI applications
- Accelerators architectures: GPUs, MAC arrays
- Neuromorphic Architectures (TrueNorth, Loihi, Spinnaker), asynchronous design
- Emerging architectures: In-Memory-Computing (example RRAM)
© Copyright HISHochschul-Informations-System eG