Oh boy… thank god…. For a moment I thought you’re talking about your green short position glad I’m wrongMorning 7fur7 ,
Be thinking this is a bit of a soak , try and spook a few retail psychologically , then WHOOMPA pull all their fake sells and scoop up another 3 to 4 million shares for giggles.
Regards ,
Esq
That's how it works in the big end of town they want to panic the retail holders, same sht different day up down up down until Mr Sean drops an announcement then the ship sales and we win.Morning 7fur7 ,
Be thinking this is a bit of a soak , try and spook a few retail psychologically , then WHOOMPA pull all their fake sells and scoop up another 3 to 4 million shares for giggles.
Regards ,
Esq
@Diogenese
Thoughts, if you would be kind enough?
Appears to be a division of Valeo obviously.
Haven't dug into the patent as most of it probs over my head but I have some suspicions
METHOD OF RECONSTRUCTING A PROPERTY OF AN IMAGE AND COMPUTING DEVICE
Abstract
Application Number EP2024052574 Publication Number 2024/160994 Status In Force Filing Date 2024-02-02 Publication Date 2024-08-08 Owner VALEO SCHALTER UND SENSOREN GMBH (Germany) Inventor Nagiub, Mena
The present application relates to a Method of reconstructing a property of an image in a sequence of images with a spiking neural network. The method comprises: obtaining raw data of the image (RDt), calculating a similarity measure using raw data of the image (RDt) and raw data of a previous image (RDt-1) preceding the image in the sequence, if the similarity measure exceeds a predefined threshold: - generating a spike train (ST) for the spiking neural network, the spike train (ST) comprising data encoding differential raw data, wherein the differential raw data (DRD) has been calculated using raw data of the im-age and raw data of the previous image (RDt, RDt-1), - inputting the spike train (ST) to the spiking neural network, - reconstructing the property of the image with the spiking neural network, - outputting the property of the image. The application further relates to a computing device (34), a lidar system (30) comprising the computing device (34) and a vehicle (100) comprising the lidar system (30).
IPC Classes ?
- G01S 17/89 - Lidar systems, specially adapted for specific applications for mapping or imaging
- G01S 17/931 - Lidar systems, specially adapted for specific applications for anti-collision purposes of land vehicles
- G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
- G06V 20/56 - Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
- G01S 7/4865 - Time delay measurement, e.g. time-of-flight measurement, time of arrival measurement or determining the exact position of a peak
- G06N 3/049 - Temporal neural networks, e.g. delay elements, oscillating neurons or pulsed inputs
Re the "computing device", as with all NN applications, a model database of relevant images has to be compiled, so we can assume that BRN has been involved in creating the model.Some snippets of info from within the patent.
Performing the property reconstruction based on the difference between image raw data at one instance and a previous instance has the advantage that it may reduce the required processing time, since the calculations will be done only on the differential data rather than full data input.
Furthermore, the property reconstruction is done on the spikes representation of the data rather than the original data. This enables the use of spiking neural networks, which may benefit from the low power properties of the spiking neural networks and the advantageous use of neuromorphic processors.
The advantage of the described method is that event-based processing may be applied and that the raw data is processed if there is a change in the scene. This allows to lower the processing power and the temperature and power consumption of the system. If the sequence of images depicts a scene with a low rate of change, the number of processed images may drop down, and that the rate of processing new frames may drop down. Additionally, the lifetime of the components of the computing device implementing the method may be increased.
Also, it is possible to apply modern processor architectures based on neuromorphic computing, which may be optimized for event based processing and low power consumption.
The present application also relates to a computing device for image property reconstruction using a spiking neural network. The computing device comprises circuitry to execute any one of the previously described methods. Due to the event based processing of spiking neural networks, the lifetime of the components of the computing device may be increased. Also, it is possible to apply modern processor architectures based on neuromorphic computing, which may be optimized for event based processing and low power consumption.
The present application also relates to a lidar system comprising such a computing device and an image sensor. The image sensor is coupled to the computing device and the raw data of the image and/or the raw data of the preceding image comprises data provided by the image sensor.
Looking at how things are playing out today, the buying side has been gradually building up. Having a look also through the course of sales, very few small orders have occurred (single & double digits), quite healthy trades so far.Morning 7fur7 ,
Be thinking this is a bit of a soak , try and spook a few retail psychologically , then WHOOMPA pull all their fake sells and scoop up another 3 to 4 million shares for giggles.
Regards ,
Esq
Thanks D.View attachment 68394
Hi FMF,
Great find!
For a moment, I thought G06N3/49 was a new class created for BRN.
I'm convinced that the SNN Valeo are using is Akida, and the fact that it has been classified in G06N3/49 is strongly indicative of TeNNs.
The priority date is 20230202, so they would have been working with Akida 2 for some time.
Basically they are comparing successive images, much like I described in my Prophesee-based analogy of TeNNs - morphic resonance.
Another interesting development with Aramco now investing in Rebellions, an AI chip design startup.
Here's a brief timeline of events I threw together:
- In February 2022 Aramco Ventures led Rain AI's neuromorphic chip start up $25M funding round.
- In September 2022 Aramco Ventures invested in Prophesee.
- In March 2023 Aramco signed a non-binding Memorandum of Understanding (MoU) with Samsung Electronics Co., Ltd., which sets forth preliminary plans for a strategic collaboration that would localize an industrial 5G technology ecosystem.
- In October 2023 Rebellions, a pioneering AI semiconductor startup, announces a strategic partnership with Samsung Electronics to co-develop their next-generation AI chip, Rebel.
- In December 2023, the Biden administration forced Saudi Aramco-backed venture capital firm to sell its shares in Rain AI.
- In May 2024, Qualcomm and Aramco collaborate to drive digital transformation on a global scale to develop advanced end-to-end IoT solutions.
- In July 2024, Rebellions receives a $14.4 million investment from Aramco.
South Korea's Rebellions secures investment from Aramco
It's the first S.Korean startup to receive $14.4 bn investment from Saudi Arabia's state-owned oil group
By Joo-Wan Kim 17 HOURS AGO
1 Min read
https://www.kedglobal.com/energy/newsView/ked202303070011
Rebellions Inc., a South Korean artificial intelligence chip design startup, announced on Tuesday that it secured investment from Saudi Arabia's state-owned oil group Aramco, marking the first time a South Korean startup has done so.
A Rebellions source explained that it raised 20 billion won ($14.4 million) from Aramco's corporate venture capital fund, Wa'ed Ventures, and plans to enter the Middle Eastern AI semiconductor market.
In particular, as the Saudi government aims for sovereign AI by building its AI infrastructure and services, Rebellions plans to establish a local entity in Saudi Arabia.
Wa'ed Ventures, a $500 million corporate venture capital firm fully funded by Aramco, is known for investing in high-growth tech startups to support Saudi Arabia's economic diversification and new business growth.
According to Rebellions, a Series B investment of 165 billion won ($119 million) earlier this year, its cumulative investment amount has increased to 300 billion won ($217 million).
S.Korea's Rebellions secures investment from Aramco - KED Global
Rebellions Inc., a South Korean artificial intelligence chip design startup, announced on Tuesday that it secured investment from Saudi Arabia's state-owned oiwww.kedglobal.com
Gotta hate those little yellow notifications sometimes.TRADING HALT
Nothing special , share purchase plan to retail , they wanted $3mill but got $0.6 mil,
TRADING HALT
Nothing special , share purchase plan to retail , they wanted $3mill but got $0.6 mil,
Going out on a limb ..... She will wipe the $0.23 line shortly.
Esq.
Maybe they could get someone to sign a licensing agreement to make up the differenceTRADING HALT
Nothing special , share purchase plan to retail , they wanted $3mill but got $0.6 mil,
TRADING HALT
Nothing special , share purchase plan to retail , they wanted $3mill but got $0.6 mil,
Testing , Testing 1 2 3
Ladies & Gentlemen if we could finish your martinis , put the olive pip in the side pocket & place the charcuterie board behind ones seat.....
Did they really want 3mil or was that a token gesture due to the Question at the AGM regarding offering sh some shares at the next raise.TRADING HALT
Nothing special , share purchase plan to retail , they wanted $3mill but got $0.6 mil,
Morning 7fur7 ,
Be thinking this is a bit of a soak , try and spook a few retail psychologically , then WHOOMPA pull all their fake sells and scoop up another 3 to 4 million shares for giggles.
Regards ,
Esq
Hi Bravo,Following on from the above, there is something HUGE brewing here - South Korean chipmakers Sapeon and Rebellions have agreed to merge!!!!
This now brings together all of the following companies: Aramco + Prophesee + Samsung + Rebellions + Qauclomm + Sapeon.
South Korea has been strategically working towards becoming one of the world's top three countries in terms of AI innovation and this merrger seem to be a by-product of that. What is particularly fascinating about this is that South Korean president Yoon Suk Yeol referred to neuromorphic devices in the speech he gave in April 2024.
View attachment 68404
Sapeons' CEO has also discussed back in November 2022 neuromorphic technologies to improve memory operation processing performance.
Extract.
View attachment 68405
Sapeon "Enhancing computation with next-generation memory artificial brain ‘CIM'"
SK Group artificial intelligence (AI) semiconductor fabless Sapeon Korea introduced the next-generation memory semiconductor Compute-in-Memory (CIM) technology trend with enhanced computing functions.english.etnews.com
I wonder where they could get their hands on the missing piece of the jigsaw puzzle, this neuromorphic technology?