20th Embedded Talk – Neuromorphic Hardware

20th Embedded Talk – Neuromorphic Hardware

more about the latest developments, especially in the area of ​​hardware architectures inspired by human brain structures.

The pursuit of truly autonomous embedded systems is rapidly driving research and development in the “Embedded AI” and “Post-Silicon Technologies” research areas of the FAU Research Center ESI. The demand for artificial intelligence directly integrated into electronic systems—from intelligent sensors to fully autonomous robots—is constantly increasing. However, realizing this vision presents significant challenges.

To overcome these challenges, scientists are increasingly researching neuromorphic computing, a paradigm shift in hardware design for AI. Neuromorphic computing aims to develop hardware for processing AI tasks that is energy-efficient, low-latency, and cost-effective. It is modeled on the biological brain.

This Embedded Talk will discuss the potential and challenges of neuromorphic hardware. The presentations and discussions will be held in English. The Embedded Talk is an established event series that serves as an ideal information and communication forum, fostering regular exchange between experts from academia and industry.

Agenda

13:00Welcome Remarks
Prof. Dr.-Ing. Jürgen Teich,
Speaker FAU ESI, FAU Erlangen-Nürnberg
13:15Keynote: Neuromorphic Computing at Cloud-Level: Hardware and Use Cases
Prof. Dr.-Ing. habil. Dr. sc. nat. Christian Mayr,
Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics, TU Dresden
14:00BrainScaleS – Brain-inspired neuromorphic processors
Prof. Dr. Johannes Schemmel;
Neuromorphic Computing Architectures Group, Uni Heidelberg
14:45Coffee Break
15:15Embedded Neuromorphic Computing in Communication Systems with Specialized Hardware
Dr. Fariborz Derakshan, Senior Research Scientist, Nokia Bell Labs, Nürnberg
Dr. Leonidas Richter, Fraunhofer IIS
16:00Panel Discussion
16:45Networking with Foods & Drinks
~17:30End of the Event

Note: This Embedded Talk will be held in English.

Venue

josephs
Augustinerstraße 19, 90403 Nürnberg

Registration

Register here free of charge.

TK

FAU Research Center Embedded Systems Initiative (FAU ESI)

Research associates