Dhm
Regular
Hi @Bravo77 you may recall I emailed Bernard Vogginger, asking about Akida and why it was not also reviewed. Well, he wrote back last night. As I am not well versed in the world where I can respond to Bernhard, could the more intelligent posters (@Diogenese !) lead me to the peer reviewed articles and other issues he mentions?I found this recent research article from 1 April 2022 VERRRY interesting! This work was funded by the German Federal Ministry of Education and Research and some of the authors were employed by Infineon Technologies & BMW Group.
Spoiler alert. The article doesn't mention BrainChip. Is it just me but I find the absence is very telling especially in context of the last paragraph which states:
"When it comes to AI-based autonomous driving, ensuring functional safety of both software and hardware is a critical issue. The principles that are currently developed to support machine learning models (Henriksson et al., 2018; Mohseni et al., 2019) will also apply to SNNs. Similarly, neuromorphic hardware will have to fulfill the same standards as any automotive electronic system: adhere to temperature ranges, be resistant to vibrations, be deterministic and redundant, or contain self-monitoring. For that reason, only digital neuromorphic systems are candidates for integration in cars, while the use of analog or mixed-signal neuromorphic hardware seems out of scope at the moment due to their intrinsic variability. Hence, we suggest to focus on advanced digital systems such as SpiNNaker2 (Yan et al., 2021) or Loihi2 (Orchard et al., 2021) to further explore neuromorphic hardware for automotive radar processing and automated driving in general."
Automotive Radar Processing With Spiking Neural Networks: Concepts and Challenges
Front. Neurosci., 01 April 2022
Frontiers | Automotive Radar Processing With Spiking Neural Networks: Concepts and Challenges
Frequency-modulated continuous wave radar sensors play an essential role for assisted and autonomous driving as they are robust under all weather and light c...www.frontiersin.org
PS: Not trying to start a trend. But do we need to email these authors too?