BRN Discussion Ongoing

[7für7]

The 2 million was predicted by the megachips license according to that article

“He led BrainChip technical team in securing a multi-year license agreement for its Intellectual Property (IP) of Akida AI accelerator with MegaChips, a japanese based global fabless semiconductor company. The multi-year licensing valued in millions and a $2 million forecast expected in royalties”

Nikunj Kotecha: "ML and AI are little–explored technologies with great potential, which we reveal every day"

By 2026, artificial intelligence is forecasted to generate up to 90% of all internet content! These impressive statistics spark conversations about the quality and diversity of the generated content. Among the leading experts shaping this transformation is Nikunj Kotecha, a seasoned Machine...

techbullion.com

 

[Frangipani]

Of course, it is totally possible whoever remaining at Brainchip is smart enough to continue this line of work. But may be hard to tell until there is a concrete patent filing or publication in top AI conferences for TENNs, which we have yet to seen without Olivier or Rudy. So does TENNs even have a future at Brainchip, or would the company take another 5 years pivoting to a new product line? "Could be, who knows?" as eloquently remarked by Dr. Tony Lewis ..

Engineers are logging their work down for others in the company to see, so anyone with expertise in this field can carry on where they left, it's not like they have done a Nobel Prize worthy discovery, is it?

Those 2 guys are not gods, O made problems and got 5 cold toes in the ass. R wanted to work for N and left. And that's that, end of story!

O and R are not gods, but I doubt Brainchip can just easily hire "experts in the field" off the street either. Maybe try a deep research with ChatGPT to see whoever left really have the "expertise". And I'm talking about engineers who do actual work, not yappers

Well said, @bludybludblud.

And @Guzzi62 is doing them injustice, seemingly blind to their major contributions over the years. Anyone who disagrees with me on this, please take the time to read the following:

Take a look at the names of the five inventors of BrainChip’s award-winning Eye-Tracking TENNs model. Sadly, our company will no longer benefit from this creative quintet’s synergistic mix of talents for future TENNs models:

https://arxiv.org/pdf/2404.08858

Sébastian Crouzet and Rudy Pei have since both left our company.
Five weeks ago, Olivier Coenen shared on LinkedIn that he was fired.
It looks as if we are also about to lose Sasskia Brüers-Freyssinet, judging from the changes she made in her LinkedIn profile shortly after Olivier Coenen was let go - all of a sudden, she uploaded a profile photo and changed her status to “Open To Work”.
That would leave Douglas McLelland as the only remaining-with-BrainChip inventor of this SOTA-leading TENNs model.

Keep this in mind when rereading Olivier Coenen’s 6+month-old LinkedIn post that he titled “On the Importance of Talent and Expertise in Innovation”. While all the TENNs patents would highly likely have been assigned to the inventors’ employer, ie. BrainChip, our former Senior Research Scientist warned of the potential consequences when crucial staff are not retained:

https://www.linkedin.com/posts/olivierjmdcoenen_on-the-importance-of-talent-and-expertise-activity-7314016757499711489-gCAg?

“Patents, while valuable, are often meaningless without the continued involvement and expertise of the individuals who created them. True innovation is fundamentally driven by talent, knowledge and experience - not merely by patents alone. Investing in people is equally, if not more, important than investing in technology itself.”

Only time will tell whether or not he will be right with respect to TENNs.
One thing is indisputable, though: there would be no TENNs models today without Olivier Coenen and Rudy Pei.

While our company may possibly attract equally gifted talent to replace those that are no longer employed with us (whatever the reason), no one should blame us shareholders, the co-owners of this company, to be concerned about the exodus of some of those brilliant minds who were instrumental in getting the company to where it is today thanks to their talent, passion, perspiration and perseverance, in an environment where they were able to flourish - at the time.

The recent return of Nikunj Kotecha is wonderful news, but doesn’t alter my opinion that the departure of numerous valuable experts has been an unfortunate loss for our company.

And I find it highly disrespectful of you, @Guzzi62, to dismiss Rudy Pei and Olivier Coenen as “some uninteresting ex employees”, thereby virtually ignoring their immensely valuable contributions to our company over the years.

And I’m not only referring to TENNs here. Let’s also not forget the USD 1.8 million AFRL award (of which USD 800,000 are payable to our subcontractor Raytheon/RTX). As I mentioned at the time of his sacking, it seems Olivier Coenen was instrumental in securing this SBIR II award and also served as the project’s PI:

Olivier Coenen - BrainChip | LinkedIn

I design neural networks from first principles. I blend mathematical physics, information… · Experience: BrainChip · Education: University of California, San Diego · Location: San Diego County · 500+ connections on LinkedIn. View Olivier Coenen’s profile on LinkedIn, a professional community of...

www.linkedin.com

I'd advise everyone to listen to what our CTO Tony Lewis said about his (now ex-) colleagues 18 months ago during his presentation at NICE 2024 (Neuro Inspired Computational Elements Conference):




From 0:05 min:

"So a lot of the work that I'm gonna talk about is work, where the foundation was really made by two of my co-authors here - Rudy and Olivier. They laid the foundation to [?] this work a couple of years ago, and this is in turn based on other work that's been going on for 40 or 50 years. But we finally figured out a way of putting it all together and doing some kind of interesting things."

From 20:04 min:

"This polynomial space is really intriguing. And it would never have come into my knowledge set if I hadn't collaborated with the two physicists who are on my team."



And please also take a minute to read what Anil Mankar and Kris Carlson commented under another of Olivier Coenen’s LinkedIn posts, which he published shortly before the one I quoted above:

https://www.linkedin.com/posts/olivierjmdcoenen_innovation-is-often-viewed-as-driven-solely-activity-7313242078317056004-H8oU?

“Some uninteresting ex employees”? Seriously?
That’s plain ridiculous!

 

[Food4 thought]

Well said, @bludybludblud.

And @Guzzi62 is doing them injustice, seemingly blind to their major contributions over the years. Anyone who disagrees with me on this, please take the time to read the following:

Take a look at the names of the five inventors of BrainChip’s award-winning Eye-Tracking TENNs model. Sadly, our company will no longer benefit from this creative quintet’s synergistic mix of talents for future TENNs models:

https://arxiv.org/pdf/2404.08858

View attachment 92655



Sébastian Crouzet and Rudy Pei have since both left our company.
Five weeks ago, Olivier Coenen shared on LinkedIn that he was fired.
It looks as if we are also about to lose Sasskia Brüers-Freyssinet, judging from the changes she made in her LinkedIn profile shortly after Olivier Coenen was let go - all of a sudden, she uploaded a profile photo and changed her status to “Open To Work”.
That would leave Douglas McLelland as the only remaining-with-BrainChip inventor of this SOTA-leading TENNs model.

Keep this in mind when rereading Olivier Coenen’s 6+month-old LinkedIn post that he titled “On the Importance of Talent and Expertise in Innovation”. While all the TENNs patents would highly likely have been assigned to the inventors’ employer, ie. BrainChip, our former Senior Research Scientist warned of the potential consequences when crucial staff are not retained:

https://www.linkedin.com/posts/olivierjmdcoenen_on-the-importance-of-talent-and-expertise-activity-7314016757499711489-gCAg?

“Patents, while valuable, are often meaningless without the continued involvement and expertise of the individuals who created them. True innovation is fundamentally driven by talent, knowledge and experience - not merely by patents alone. Investing in people is equally, if not more, important than investing in technology itself.”

Only time will tell whether or not he will be right with respect to TENNs.
One thing is indisputable, though: there would be no TENNs models today without Olivier Coenen and Rudy Pei.

While our company may possibly attract equally gifted talent to replace those that are no longer employed with us (whatever the reason), no one should blame us shareholders, the co-owners of this company, to be concerned about the exodus of some of those brilliant minds who were instrumental in getting the company to where it is today thanks to their talent, passion, perspiration and perseverance, in an environment where they were able to flourish - at the time.

The recent return of Nikunj Kotecha is wonderful news, but doesn’t alter my opinion that the departure of numerous valuable experts has been an unfortunate loss for our company.

And I find it highly disrespectful of you, @Guzzi62, to dismiss Rudy Pei and Olivier Coenen as “some uninteresting ex employees”, thereby virtually ignoring their immensely valuable contributions to our company over the years.

And I’m not only referring to TENNs here. Let’s also not forget the USD 1.8 million AFRL award (of which USD 800,000 are payable to our subcontractor Raytheon/RTX). As I mentioned at the time of his sacking, it seems Olivier Coenen was instrumental in securing this SBIR II award and also served as the project’s PI:

Olivier Coenen - BrainChip | LinkedIn

I design neural networks from first principles. I blend mathematical physics, information… · Experience: BrainChip · Education: University of California, San Diego · Location: San Diego County · 500+ connections on LinkedIn. View Olivier Coenen’s profile on LinkedIn, a professional community of...

www.linkedin.com

View attachment 92656


I'd advise everyone to listen to what our CTO Tony Lewis said about his (now ex-) colleagues 18 months ago during his presentation at NICE 2024 (Neuro Inspired Computational Elements Conference):




From 0:05 min:

"So a lot of the work that I'm gonna talk about is work, where the foundation was really made by two of my co-authors here - Rudy and Olivier. They laid the foundation to [?] this work a couple of years ago, and this is in turn based on other work that's been going on for 40 or 50 years. But we finally figured out a way of putting it all together and doing some kind of interesting things."

From 20:04 min:

"This polynomial space is really intriguing. And it would never have come into my knowledge set if I hadn't collaborated with the two physicists who are on my team."



And please also take a minute to read what Anil Mankar and Kris Carlson commented under another of Olivier Coenen’s LinkedIn posts, which he published shortly before the one I quoted above:

https://www.linkedin.com/posts/olivierjmdcoenen_innovation-is-often-viewed-as-driven-solely-activity-7313242078317056004-H8oU?

View attachment 92654



“Some uninteresting ex employees”? Seriously?
That’s plain ridiculous!

Should I be concerned about the companies future
Do we have the ability and knowledge to get contracts with out tenns.
That’s why the rollout of the chips
We are deep in the shit by the sounds of it.

 

[itsol4605]

Should I be concerned about the companies future
Do we have the ability and knowledge to get contracts with out tenns.
That’s why the rollout of the chips
We are deep in the shit by the sounds of it.

Hold and building slowly

 

[Tothemoon24]

This week, the future of computing is being built from the ground up. We're seeing brain-inspired edge chips hitting the market, memory that computes, AR merging with 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐫𝐨𝐛𝐨𝐭𝐬, and a 𝐧𝐞𝐰 𝐟𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤 to physically link 𝐀𝐈 𝐬𝐮𝐩𝐞𝐫𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫𝐬 𝐰𝐢𝐭𝐡 𝐪𝐮𝐚𝐧𝐭𝐮𝐦 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐨𝐫𝐬.

𝟏. 𝐁𝐫𝐚𝐢𝐧𝐂𝐡𝐢𝐩 𝐀𝐤𝐢𝐝𝐚 – 𝐂𝐨𝐦𝐦𝐞𝐫𝐜𝐢𝐚𝐥 𝐍𝐞𝐮𝐫𝐨𝐦𝐨𝐫𝐩𝐡𝐢𝐜 𝐀𝐈 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐄𝐝𝐠𝐞
BrainChip
A commercial, event-based neuromorphic processor (NPU) that processes data from sensors (like vision and audio) in a brain-like, asynchronous way. It operates on minimal power, ideal for on-device, real-time learning.
Unlocks ultra-low-power, intelligent edge devices that can learn from their environment and react instantly, without needing to send data to the cloud for processing.

𝟐. 𝐔𝐏𝐌𝐄𝐌 𝐏𝐈𝐌 – 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐀𝐈 𝐰𝐢𝐭𝐡 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠-𝐢𝐧-𝐌𝐞𝐦𝐨𝐫𝐲
UPMEM
A Processing-in-Memory (PIM) solution that integrates AI compute directly into DRAM chips. This architecture bypasses the "memory wall" by performing calculations where data is stored.
Drastically reduces data movement and power consumption for large-scale AI workloads like LLM inference and genomic analysis, making them faster and more efficient.

𝟑. 𝐀𝐑-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐀𝐌𝐑𝐬 – 𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐑𝐞𝐚𝐥𝐢𝐭𝐲 𝐟𝐨𝐫 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐑𝐨𝐛𝐨𝐭𝐬
Industry-wide (e.g., Siemens, KION Group)
New logistics platforms are merging autonomous mobile robots (AMRs) with AR headsets. This allows warehouse staff to see real-time robot paths, task status, and inventory data overlaid on their physical view.
Transforms human-robot collaboration, boosting warehouse efficiency and accuracy by giving human workers "supervision" over their autonomous colleagues.

𝟒. 𝐍𝐕𝐈𝐃𝐈𝐀 𝐍𝐕𝐐𝐋𝐢𝐧𝐤 – 𝐂𝐨𝐧𝐧𝐞𝐜𝐭𝐢𝐧𝐠 𝐆𝐏𝐔𝐬 𝐭𝐨 𝐐𝐮𝐚𝐧𝐭𝐮𝐦 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐨𝐫s
NVIDIA
An open system architecture just announced at GTC 2025, designed to create a high-speed, low-latency link connecting NVIDIA GPUs with Quantum Processing Units (QPUs).
Provides the critical "plumbing" for hybrid quantum-classical supercomputing, enabling AI models to offload complex optimization or simulation tasks to a QPU.

#forthissaturday #ai #innovation #neuromorphiccomputing #edgeai #brainchip #processinginmemory #pim #ar #robotics #autonomoussystems #nvidia #quantumcomputing #quantumai #gpu #futuretech | Subhojyoti Singha

✨ 𝐅𝐨𝐫 𝐓𝐡𝐢𝐬 𝐒𝐚𝐭𝐮𝐫𝐝𝐚𝐲 – 𝐏𝐨𝐬𝐭 #𝟒𝟖 ✨ This week, the future of computing is being built from the ground up. We're seeing brain-inspired edge chips hitting the market, memory that computes, AR merging with 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐫𝐨𝐛𝐨𝐭𝐬, and a 𝐧𝐞𝐰 𝐟𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤 to physically link 𝐀𝐈 𝐬𝐮𝐩𝐞𝐫𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫𝐬 𝐰𝐢𝐭𝐡 𝐪𝐮𝐚𝐧𝐭𝐮𝐦...

www.linkedin.com

 

[Tony Coles]

The 2 million was predicted by the megachips license according to that article

“He led BrainChip technical team in securing a multi-year license agreement for its Intellectual Property (IP) of Akida AI accelerator with MegaChips, a japanese based global fabless semiconductor company. The multi-year licensing valued in millions and a $2 million forecast expected in royalties”

Nikunj Kotecha: "ML and AI are little–explored technologies with great potential, which we reveal every day"

By 2026, artificial intelligence is forecasted to generate up to 90% of all internet content! These impressive statistics spark conversations about the quality and diversity of the generated content. Among the leading experts shaping this transformation is Nikunj Kotecha, a seasoned Machine...

techbullion.com

That’s a relief, Megachips… thought it was for new licenses. Cheers for that article 7fur7.

 

[yogi]

Yes, Nikunj Kotecha is apparently back (after he had left BrainChip almost two years ago), which I personally consider very positive news.

When I shared a post by Lloyd Watts earlier this week that included a recent photo taken at BrainChip’s Laguna Hills office, I had actually wondered whether the gentleman standing next to Tony Lewis was indeed Nikunj Kotecha (what a pleasant surprise!) or just someone strongly resembling him - he is also wearing different glasses now compared to earlier photos.


https://thestockexchange.com.au/threads/brn-discussion-ongoing.1/post-477022

View attachment 92651


So I checked out his LinkedIn profile that day, which didn’t give any indication, though, that he had returned to work for us or collaborated with our company in his capacity as Senior Machine Learning Engineer at Coastaloupe.

As of today, he still hasn’t updated his profile, even now that BrainChip posted the video featuring him as a Senior Solutions Architect (which was also his previous job title) talking about TENNS 1B (he refers to it as TENNS LLM in the video), the compact state-space model running directly on the Akida FPGA platform that BrainChip is going to showcase at embedded world North America 2025 next week:

Nikunj Kotecha - Coastaloupe | LinkedIn

🚀 Cutting AI Latency, Driving Business Wins, and Bringing Models to the Edge. In… · Experience: Coastaloupe · Education: Rochester Institute of Technology · Location: Irvine · 500+ connections on LinkedIn. View Nikunj Kotecha’s profile on LinkedIn, a professional community of 1 billion members.

www.linkedin.com

View attachment 92652

It remains to be seen whether this is just a temporary contract or (hopefully) the return to a permanent position.

Yes when I saw that picture i saw his beside Tony then thought may be old picture. I believe he is back or else why would he say SSA in the post and why would Brn post it. He was indeed crucial team member. Hope he is back.

 

[smoothsailing18]

FF

Sony designs the circuitry of the processor in-house, and outsources the manufacturing to semiconductor foundries such as MegaChips and (mostly) GlobalFoundries, as they currently do not own any fabrication plant capable of producing a system on a chip(SoC).[1]

AND

For reasons never explained Douglas Fairbairn of MegaChips stated on his LinkedIn that MegaChips designed the backend for AKD1500.

AND

February 19, 2020

Sony and Prophesee Develop a Stacked Event-Based Vision Sensor
with the Industry’s Smallest*1Pixels and Highest*1 HDR Performance​

AND

Prophesee was partnered with Sony, Qualcomm, Intel & SynSense
when it engaged in this interview:

https://brainchip.com/episode-20-br...ed-vision-systems-with-prophesees-luca-verre/


Brainchip has licensed IP to MegaChips who produce SoC for Sony.

Brainchip and Prophesee have partnered in circumstances where despite Prophesee being partnered with Sony, Qualcomm, Intel and SynSense they stated that until they found Brainchip AKIDA they worried they may be building a house of straw.

It would be unreasonable to discount that Sony does not see the technology benefits offered by Brainchip’s technologies and has had access to AKIDA.

 

[Hoohoo]

Parson's has been added as a customer

 

[IloveLamp]

FF

Sony designs the circuitry of the processor in-house, and outsources the manufacturing to semiconductor foundries such as MegaChips and (mostly) GlobalFoundries, as they currently do not own any fabrication plant capable of producing a system on a chip(SoC).[1]

AND

For reasons never explained Douglas Fairbairn of MegaChips stated on his LinkedIn that MegaChips designed the backend for AKD1500.

AND

February 19, 2020

Sony and Prophesee Develop a Stacked Event-Based Vision Sensor​

with the Industry’s Smallest*1Pixels and Highest*1 HDR Performance​

AND

Prophesee was partnered with Sony, Qualcomm, Intel & SynSense
when it engaged in this interview:

https://brainchip.com/episode-20-br...ed-vision-systems-with-prophesees-luca-verre/


Brainchip has licensed IP to MegaChips who produce SoC for Sony.

Brainchip and Prophesee have partnered in circumstances where despite Prophesee being partnered with Sony, Qualcomm, Intel and SynSense they stated that until they found Brainchip AKIDA they worried they may be building a house of straw.

It would be unreasonable to discount that Sony does not see the technology benefits offered by Brainchip’s technologies and has had access to AKIDA.

Add this

Post in thread 'BRN Discussion Ongoing' https://thestockexchange.com.au/threads/brn-discussion-ongoing.1/post-367833

 

[7für7]

Parson's has been added as a customer

View attachment 92661

The only Costumers who doesn’t have to pay

 

[Learning]

https://x.com/BrainChip_inc/status/1984760216312037595

Learning

 

[7für7]

View attachment 92664

https://x.com/BrainChip_inc/status/1984760216312037595

Learning

And for those without X account

#akidacloud #embeddedworld2025 #aiinnovation #fpgatechnology #techdemo #aiprototyping #cloudcomputing #hardwaretesting #aimodels #embeddedsystems | BrainChip

🚀 Experience Akida Cloud at Embedded World North America 2025 Akida Cloud lets companies stream real data directly to physical FPGAs running Akida IP, all from a browser. It offers a faster, simpler way to test AI models on real hardware without managing FPGA boards. From gesture recognition...

www.linkedin.com

 

[Diogenese]

FF

Sony designs the circuitry of the processor in-house, and outsources the manufacturing to semiconductor foundries such as MegaChips and (mostly) GlobalFoundries, as they currently do not own any fabrication plant capable of producing a system on a chip(SoC).[1]

AND

For reasons never explained Douglas Fairbairn of MegaChips stated on his LinkedIn that MegaChips designed the backend for AKD1500.

AND

February 19, 2020

Sony and Prophesee Develop a Stacked Event-Based Vision Sensor​

with the Industry’s Smallest*1Pixels and Highest*1 HDR Performance​

AND

Prophesee was partnered with Sony, Qualcomm, Intel & SynSense
when it engaged in this interview:

https://brainchip.com/episode-20-br...ed-vision-systems-with-prophesees-luca-verre/


Brainchip has licensed IP to MegaChips who produce SoC for Sony.

Brainchip and Prophesee have partnered in circumstances where despite Prophesee being partnered with Sony, Qualcomm, Intel and SynSense they stated that until they found Brainchip AKIDA they worried they may be building a house of straw.

It would be unreasonable to discount that Sony does not see the technology benefits offered by Brainchip’s technologies and has had access to AKIDA.

Hi SS,

I would love to see Sony adopt Akida, but their patent for the pixel stack dates from January 2021.

US2024089577A1 IMAGING DEVICE, IMAGING SYSTEM, IMAGING METHOD, AND COMPUTER PROGRAM 20210129

[0136] Described in Paragraph C herein will be an outline of a recognition process using a DNN (Deep Neural Network) applicable to the present disclosure. It is assumed in the present disclosure that a recognition process for image data (hereinafter simply referred to as an “image recognition process”) is performed using a CNN (Convolutional Neural Network) and an RNN (Recurrent Neural Network) included in the DNN.

Certainly this does not exclude the possibility that Sony has subsequently adopted Akida, but, until we see something more probative, I remain skeptical.

 

[7für7]

View attachment 92658


This week, the future of computing is being built from the ground up. We're seeing brain-inspired edge chips hitting the market, memory that computes, AR merging with 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐫𝐨𝐛𝐨𝐭𝐬, and a 𝐧𝐞𝐰 𝐟𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤 to physically link 𝐀𝐈 𝐬𝐮𝐩𝐞𝐫𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫𝐬 𝐰𝐢𝐭𝐡 𝐪𝐮𝐚𝐧𝐭𝐮𝐦 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐨𝐫𝐬.

𝟏. 𝐁𝐫𝐚𝐢𝐧𝐂𝐡𝐢𝐩 𝐀𝐤𝐢𝐝𝐚 – 𝐂𝐨𝐦𝐦𝐞𝐫𝐜𝐢𝐚𝐥 𝐍𝐞𝐮𝐫𝐨𝐦𝐨𝐫𝐩𝐡𝐢𝐜 𝐀𝐈 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐄𝐝𝐠𝐞
BrainChip
A commercial, event-based neuromorphic processor (NPU) that processes data from sensors (like vision and audio) in a brain-like, asynchronous way. It operates on minimal power, ideal for on-device, real-time learning.
Unlocks ultra-low-power, intelligent edge devices that can learn from their environment and react instantly, without needing to send data to the cloud for processing.

𝟐. 𝐔𝐏𝐌𝐄𝐌 𝐏𝐈𝐌 – 𝐀𝐜𝐜𝐞𝐥𝐞𝐫𝐚𝐭𝐢𝐧𝐠 𝐀𝐈 𝐰𝐢𝐭𝐡 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠-𝐢𝐧-𝐌𝐞𝐦𝐨𝐫𝐲
UPMEM
A Processing-in-Memory (PIM) solution that integrates AI compute directly into DRAM chips. This architecture bypasses the "memory wall" by performing calculations where data is stored.
Drastically reduces data movement and power consumption for large-scale AI workloads like LLM inference and genomic analysis, making them faster and more efficient.

𝟑. 𝐀𝐑-𝐏𝐨𝐰𝐞𝐫𝐞𝐝 𝐀𝐌𝐑𝐬 – 𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐑𝐞𝐚𝐥𝐢𝐭𝐲 𝐟𝐨𝐫 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐑𝐨𝐛𝐨𝐭𝐬
Industry-wide (e.g., Siemens, KION Group)
New logistics platforms are merging autonomous mobile robots (AMRs) with AR headsets. This allows warehouse staff to see real-time robot paths, task status, and inventory data overlaid on their physical view.
Transforms human-robot collaboration, boosting warehouse efficiency and accuracy by giving human workers "supervision" over their autonomous colleagues.

𝟒. 𝐍𝐕𝐈𝐃𝐈𝐀 𝐍𝐕𝐐𝐋𝐢𝐧𝐤 – 𝐂𝐨𝐧𝐧𝐞𝐜𝐭𝐢𝐧𝐠 𝐆𝐏𝐔𝐬 𝐭𝐨 𝐐𝐮𝐚𝐧𝐭𝐮𝐦 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐨𝐫s
NVIDIA
An open system architecture just announced at GTC 2025, designed to create a high-speed, low-latency link connecting NVIDIA GPUs with Quantum Processing Units (QPUs).
Provides the critical "plumbing" for hybrid quantum-classical supercomputing, enabling AI models to offload complex optimization or simulation tasks to a QPU.


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#forthissaturday #ai #innovation #neuromorphiccomputing #edgeai #brainchip #processinginmemory #pim #ar #robotics #autonomoussystems #nvidia #quantumcomputing #quantumai #gpu #futuretech | Subhojyoti Singha

✨ 𝐅𝐨𝐫 𝐓𝐡𝐢𝐬 𝐒𝐚𝐭𝐮𝐫𝐝𝐚𝐲 – 𝐏𝐨𝐬𝐭 #𝟒𝟖 ✨ This week, the future of computing is being built from the ground up. We're seeing brain-inspired edge chips hitting the market, memory that computes, AR merging with 𝐚𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐫𝐨𝐛𝐨𝐭𝐬, and a 𝐧𝐞𝐰 𝐟𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤 to physically link 𝐀𝐈 𝐬𝐮𝐩𝐞𝐫𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫𝐬 𝐰𝐢𝐭𝐡 𝐪𝐮𝐚𝐧𝐭𝐮𝐦...

www.linkedin.com

I am not fluent in English but….. could it be that there are several grammatical errors on that flyer

„mims nimos“, „ayschonnotus“ ?? “mimics … asynchronous“.??

„instany / localy locally / rel-tiime“ … „instantly / locally / real time“.??

„devices that smart“ … „devices that are smart“.

„do’t“ … „don’t“??

 

[Food4 thought]

Hold and building slowly

I already have to many shares over the million mark

 

[Food4 thought]

I am not fluent in English but….. could it be that there are several grammatical errors on that flyer

„mims nimos“, „ayschonnotus“ ?? “mimics … asynchronous“.??

„instany / localy locally / rel-tiime“ … „instantly / locally / real time“.??

„devices that smart“ … „devices that are smart“.

„do’t“ … „don’t“??


View attachment 92668

Sloppy work

 

[Guzzi62]

@Frangipani

Get lost dude, they are unimportant to me since they left, no matter what you say.

All employees in a company can be replaced, but some charismatic CEOs not so easily.

If PVFM and Anil haven't invented Akida, we would not be here, they are the true inventors.

 

[smoothsailing18]

Hi SS,

I would love to see Sony adopt Akida, but their patent for the pixel stack dates from January 2021.

US2024089577A1 IMAGING DEVICE, IMAGING SYSTEM, IMAGING METHOD, AND COMPUTER PROGRAM 20210129

View attachment 92667

[0136] Described in Paragraph C herein will be an outline of a recognition process using a DNN (Deep Neural Network) applicable to the present disclosure. It is assumed in the present disclosure that a recognition process for image data (hereinafter simply referred to as an “image recognition process”) is performed using a CNN (Convolutional Neural Network) and an RNN (Recurrent Neural Network) included in the DNN.

Certainly this does not exclude the possibility that Sony has subsequently adopted Akida, but, until we see something more probative, I remain skeptical.

Hi Diogenese,
I asked Gpt a question, what do you think as it sounds like they are continuing to submitted new AI patents ?. Hopefully one day we get a mention.


Sony has been actively involved in the development of AI and neuromorphic computing, with several patents related to these fields, including one specifically for a "Neuromorphic computing device and method" filed on August 29, 2023, and published on March 7, 2024 [1] [2] [3]. This patent, US20240076295A1, describes a neuromorphic computing device designed to efficiently process information using spiking neural networks, mimicking the human brain's structure and function

 

[itsol4605]

I already have to many shares over the million mark

My dear friend,
you can never own too many shares of a company you believe in.