PULS
Foto: Matthias Friel
Introductory lecture is on Friday 21.4. at 10:15.
Due to strike only this lecture will be organized online over Zoom.
Here are the access information:
Prof. Dr. Milos Krstic lädt Sie zu einem geplanten Zoom-Meeting ein.
Thema: Hardware Architectures for AI - Introductory lectureUhrzeit: 21.Apr. 2023 10:15 AM Amsterdam, Berlin, Rom, Stockholm, Wien
Zoom-Meeting beitretenhttps://uni-potsdam.zoom.us/j/63829535383
Meeting-ID: 638 2953 5383Kenncode: 71698621Schnelleinwahl mobil+496971049922,,63829535383#,,,,*71698621# Deutschland+496950502596,,63829535383#,,,,*71698621# Deutschland
Einwahl nach aktuellem Standort +49 69 7104 9922 Deutschland +49 695 050 2596 DeutschlandMeeting-ID: 638 2953 5383Kenncode: 71698621Ortseinwahl suchen: https://uni-potsdam.zoom.us/u/cdTGzkAlor
Über SIP beitreten63829535383@fr.zmeu.us
Über H.323 beitreten213.19.144.110 (Amsterdam Niederlande)213.244.140.110 (Deutschland)Kenncode: 71698621Meeting-ID: 638 2953 5383
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)
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