Fullmoonfever
Top 20
Well, we know that tinyML hackathon includes Sony on vision and Infineon on radar and us on AI processing.
Unlikely to be us at this stage in the below however is good to see Infineon think there's value in digital neuromorphic.
Couldn't tell you off the top of my head how many SNN out there are digital...obviously we are
Be great if they see even further value with the hackathon projects submitted.
Unlikely to be us at this stage in the below however is good to see Infineon think there's value in digital neuromorphic.
Couldn't tell you off the top of my head how many SNN out there are digital...obviously we are
Be great if they see even further value with the hackathon projects submitted.
Doctoral Thesis: Embedded Neuromorphic Computing for Industrial mmWave Sensing (f/m/div) - Infineon Technologies
The industrial doctorate at Infineon: Pursue a doctoral degree at a university and gain professional experience simultaneously - an ideal start for your career. Advance your research with us and profit from our vast network of doctoral candidates and the expertise of a university. Mentorship is...
www.infineon.com
Doctoral Thesis: Embedded Neuromorphic Computing for Industrial mmWave Sensing (f/m/div)
At a glance
The industrial doctorate at Infineon: Pursue a doctoral degree at a university and gain professional experience simultaneously - an ideal start for your career. Advance your research with us and profit from our vast network of doctoral candidates and the expertise of a university. Mentorship is handled by both professors and dedicated Infineon employees. We are offering a doctoral thesis dealing with the investigation of digital neuromorphic technologies as a good candidate for future low power and low latency sensor processing. A first research project which is focusing on neuromorphic algorithms is currently ongoing but it is desirable to further investigate how this class of algorithms can be mapped into embedded hardware. In particular the integration with RISC-V ISA based computing architectures is of interest. The thesis will be written in cooperation with Friedrich-Alexander-University Erlangen-Nürnberg and under the supervision of Prof. Dr.-Ing. Dr.-Ing. habil. Robert Weigel.Quick Info
Location | Munich (Germany) |
Entry level | 0-1 year |
Job ID | HRC0374205 |
Start date | Oct 01, 2023 |
Type | Full time |
Contract | Temporary |
Job description
The tasks within the thesis will consist of:- Literature research on embedded hardware implementation of spiking neural networks (SNNs)
- Study of existing SNN solutions for Infineon mmWave sensors
- Proposal of RISC-V ISA extensions for SNNs and analysis of their impact on performance (area, latency, power)
- Collaboration with consortium partner to implement ISA extensions and to optimize mapping tools
- Implementation of an FPGA demonstrator jointly with partners
- Annual reporting to funding provider