BRN Discussion Ongoing

[jtardif999]

Hi @jtardif999,

that is simply not true.

On a side note: Wouldn’t you expect neuromorphic researchers outside of Intel Labs having called out Mike Davies and his team over the past 6+ years if your claim were accurate?

Also, has any of our BrainChip staff ever contested the claim that Loihi has on-chip learning capabilities? (https://redwood.berkeley.edu/wp-content/uploads/2021/08/Davies2018.pdf)
No? I wonder why.

But let the facts speak for themselves…

Here is a video by fortiss, the Research Institute of the Free State of Bavaria for Software-Intensive Systems, whose researchers have been working with Loihi and SpiNNaker for years and recently also partnered with both BrainChip and Innatera (https://thestockexchange.com.au/threads/brn-discussion-ongoing.1/post-454015).

The gesture recognition demo shown is run on Loihi 1.

“What we do here is on-the-fly learning from few examples - so, in the gesture case just a few seconds of presenting time - and as we want to implement this on neuromorphic hardware, we make use of the neuromorphic hardware’s plasticity processor, which enables learning with local signals, so implementation of local learning rules. In order to prevent catastrophic forgetting in the network, we only update the weights of the last layer of the network.

(…) So using this learning rule, we can implement on-chip adaptation to new classes. And as this happens directly on the neuromorphic processor, it can be implemented with only a very low latency and energy overhead. And this means that we can learn new classes in real-time during inference without interrupting the inference for specific learning procedure [sic].

(…) The third stage is the rapid on-chip learning layer, which is neuromorphic processor’s plasticity layer, and it enables learning only from short demonstrations, which can enhance accuracy and also enable personalisation of gestures.”

View attachment 85137








This claim of yours is equally false.

While the individual on-chip learning capabilities differ from chip to chip (some of them seem to be very basic, although this is all far too technical for me to understand) and none of these capabilities are exactly like those of Akida (which certainly makes it unique in that sense), there are plenty of neuromorphic chips around that are claimed to have the capability to learn on-the-fly during inference, without having to be retrained in the cloud.

A Google search will bring up numerous examples, such as…


View attachment 85141 View attachment 85142
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View attachment 85145 View attachment 85146




View attachment 85149


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View attachment 85150

Most of the examples here are old and research based. Research may well vindicate the ability for on-chip learning but it still has to be commercialised. Why haven’t Intel commercialised Loihi after having it available for longer than Akida? Spiniker AFAIK are not competition for Akida at the edge and still haven’t fully commercialised an offering. The Darwin chip is Chinese and therefore not a direct competitor either, and again not commercial yet. Getting back to the ChatGTP list, none of the commercial offerings in that list have on-chip learning. BrainChip have always touted this commercial capability as unique to them, now why would they state that if it was false statement?

 

[Bravo]

... and they didn't have room on the Table for cybersecurity?

That's the biggest fish in the biggest pond.

We started with QV a couple of years ago and announced a cybersecurity product using QV Cyberneuro-RT in January:

https://brainchip.com/brainchip-and-quantum-ventura-partner-to-develop-cyber-threat-detection/

Laguna Hills, Calif. – May 15, 2023 – BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI IP, announced today Quantum Ventura Inc., a San Jose-based provider of AI/ML research and technologies, will use BrainChip’s Akida™ technology to develop new cyber threat-detection tools.


https://finance.yahoo.com/news/brai...euromorphic-003500927.html?fr=sycsrp_catchall

LAGUNA HILLS, Calif., January 17, 2025--(BUSINESS WIRE)--BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI, today announced its integration into an innovative technology offering that leverages the Akida™ processor to provide cybersecurity protection for WiFi access, home router, small enterprise routers and other network access devices.

Quantum Ventura developed the CyberNeuro-RT (CNRT) technology offering in partnership with Lockheed Martin Co.’s MFC Division and Pennsylvania State University under partial funding from the U.S. Department of Energy.

Chelpis is providing an M2 PCB

https://www.chelpis.com/post/brainchip-collaborates-with-chelpis-mirle-on-security-solution

• May 2

LAGUNA HILLS, Calif.--(BUSINESS WIRE)--BrainChip Holdings Ltd (ASX: BRN, OTCQX: BRCHF, ADR: BCHPY), the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI, today announced that Chelpis Quantum Corp. has selected its Akida AKD1000 chips to serve as the processor for built-in post-quantum cryptographic security.

Chelpis, a chip company leading the Quantum Safe Migration ecosystem in Taiwan, is developing an M.2 card using the AKD1000 that can be inserted into targeted products to support their cryptographic security solutions. The M.2 card is based on a design from BrainChip along with an agreement to purchase a significant number of AKD1000 chips for qualification and deployment. Upon completion of this phase, Chelpis is planning to increase its commitment with additional orders for the AKD1000.

Chelpis is used in the Quantum Safe Migration Centre web page:

https://www.qsmc.org/

Research, Collaboration, and International Standardization​

Conduct in-depth research on emerging international standardization trends and identify opportunities for academia and industry in Taiwan. Forge partnerships with global cryptographic standardization alliances and research institutions to actively participate in and contribute to the development of post-quantum cryptography standards. Become a key driving force in the international promotion of post-quantum cryptography standards.

Creation of Research and Development Investment, Subsidy, and Commercialization Platforms​

Leverage resources from industry and government to select forward-looking and marketable research projects in Taiwan and international collaborations. Provide funding support and investment opportunities for research and development, and facilitate commercialization, knowledge transfer, and market promotion. Establish integrated software and hardware development platforms, ensuring a high-quality hardware technology supply chain and collective engagement in cutting-edge cryptographic research.

Strengthening Post-Quantum Cryptography Resilience in Taiwan​

Assess government agencies, critical infrastructure, and public services to prioritize the adoption of post-quantum security technologies. Implement enhanced post-quantum cryptography systems based on the confidentiality lifespan and longevity of publicly transmitted content. Establish a contingency mechanism for post-quantum cryptography.

Research and Development of Quantum-Resistant Chips​

Become one of the global centers for manufacturing cryptographic applications, continuously providing more efficient, secure, stable, and low-power consumption cryptographic systems to the world.

KyberSlash:​

Exploiting secret-dependent division timings in Kyber implementations​

This paper presents KyberSlash1 and KyberSlash2 – two timing vulnerabilities in several implementations (including the official reference code) of the Kyber Post-Quantum Key Encapsulation Mechanism, currently undergoing standardization as ML-KEM. We demonstrate the exploitability of both KyberSlash1 and KyberSlash2 on two popular platforms: the Raspberry Pi 2 (Arm Cortex-A7) and the Arm Cortex-M4 microprocessor. Kyber secret keys are reliably recovered within minutes for KyberSlash2 and a few hours for KyberSlash1.

This gives us a toe-in-the-water exposure to a network of cryptographic research organizations which will surely be keen on cybersecurity. If cyber key recovery is within Akida's purview, having a silicon solution for identifying cyber keys may be right up Akida's alley. Combined with cyber attack detection, it would be a one-stop cybersecurity solution.

Yes, and with the growing frequency and sophistication of cyberattacks targeting edge devices, such as the recent “ViciousTrap” incident that compromised over 5,500 endpoints (see below), the need for advanced, adaptive cybersecurity solutions like the one you’ve outlined is more pressing than ever.

As the threat landscape continues to evolve, it’s entirely plausible that innovations like this will play a pivotal role in safeguarding our increasingly interconnected digital ecosystem.

Just imagine if every edge device required this kind of intelligence built in. That wouldn’t just apply to mobile or IoT endpoints but also extends to fixed infrastructure like routers, access points, and gateways. That’s a massive number of devices ripe for protection, and an enormous market opportunity waiting to be captured!

ViciousTrap Hacker Compromised 5,500+ Edge Devices From 50+ Brands & Turned Them Into Honeypots

A sophisticated threat actor designated as ViciousTrap has successfully compromised over 5,500 edge devices across more than 50 brands, transforming them into a massive distributed honeypot network capable of intercepting and monitoring exploitation attempts worldwide. This unprecedented...

cybersecuritynews.com

 

[LeahB]

Good afternoon,
I think it's best for me to take a break from this forum, having been the victim of a home invasion 8 weeks ago, where I was tied up, feet and hands, wire around my neck, attempts to stuff a rag down my mouth, while being punched in the face suffering facial injuries, having all my communications smashed, computer stolen, Australian credit card, NZ EFTPOS card, TV stolen, my mental health isn't as normal and so with today's personal attacks on myself and my friend, Peter I think it's for the best, my stress levels are way too high.

Thanks for all the genuine support many posters have shown me over the last 10 years, defamatory comments regarding insider trading really are very nasty and completely false.

I'll sign off now and keep my mouth shut from now on.

Best regards.....Tech May 2025

Shocking to read. Best wishes from me as well.

 

[White Horse]

Is Steve hinting at something.?

https://www.linkedin.com/posts/elli...p&rcm=ACoAADDiEIwBjYqxVppXuQtYvrrz7uvUft3uTeU

 

[GStocks123]

The new website is looking top tier, worth have a browse! Does the below mean GF & IF have or will license Akida IP…?

Whats New

What's New Discover the Lastest BrainChipTM News Edge AI in the Spotlight Fresh from the Newsfeed

brainchip.com

 

[GStocks123]

The new website is looking top tier, worth have a browse! Does the below mean GF & IF have or will license Akida IP…?

Whats New

What's New Discover the Lastest BrainChipTM News Edge AI in the Spotlight Fresh from the Newsfeed

brainchip.com

https://brainchip.com/ready-to-use-akida-neural-network-models/ it also doesn’t looks like TENNs has been released as of yet

 

[Bravo]

Is Steve hinting at something.?

https://www.linkedin.com/posts/elli...p&rcm=ACoAADDiEIwBjYqxVppXuQtYvrrz7uvUft3uTeU

View attachment 85276

Interesting timing, particularly since Elliptic Labs and Intel only just announced 4 days ago a long-term partnership to power Intel's next-gen laptops.



May 21, 2025 1:00 AM Eastern Daylight Time

Elliptic Labs and Intel Announcing Long-Term Partnership to Power the Future of AI PCs​

Share

---

OSLO, Norway--(BUSINESS WIRE)--Elliptic Labs (EuroNext Growth: ELABS.OL), a global AI software company and the world leader in AI Virtual Smart Sensors™, and Intel have a long-term partnership to bring smarter, more intuitive AI features to Intel’s next-gen laptops. Together, they’re turning PCs into intelligent devices that can sense and respond to their environment – like knowing when you're present or automatically connecting and sharing across devices.

“Together (with Elliptic Labs), we’re delivering intuitive, responsive AI capabilities that run efficiently on-device, enabling laptops to sense, adapt, and respond in real time." - Ken McKee, VP of Customer Engineering, Intel Corporation
Share

These features – already launched in the market at scale – are using Elliptic Labs’ AI Virtual Smart Sensor software running on Intel’s advanced AI chips. The software is fast, efficient, and designed to run smoothly without draining battery life.
“As more top PC makers release Intel AI laptops with Elliptic Labs’ software, it underscores the strength of our collaboration with Intel and signals a new standard in intelligent, sustainable, and user-centric computing,” said Laila Danielsen, CEO of Elliptic Labs. “We’re designing experiences where the PC doesn’t just wait for commands – it thinks with you. It senses your presence, anticipates your needs, and takes action in real time. This shift marks the beginning of a new era in personal computing: intuitive, responsive, and built to make everyday interactions smarter and more seamless.”
“At Intel, we believe AI isn’t just a feature – it’s a fundamental transformation in how people interact with their devices,” said Ken McKee, VP of Customer Engineering, Intel Corporation. “Our collaboration with Elliptic Labs reflects that vision. Together, we’re delivering intuitive, responsive AI capabilities that run efficiently on-device, enabling laptops to sense, adapt, and respond in real time. This marks a shift from passive machines to active partners – where your PC doesn’t just compute, it collaborates with you.”
AI Virtual Smart Sensor and AI Virtual Smart Sensor Platform are trademarks of Elliptic Labs.
Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries.
All other trademarks or service markets are the responsibility of their respective organizations.
About Elliptic Labs
Elliptic Labs’ AI Virtual Smart Sensor Platform™ brings contextual intelligence to devices, enhancing user experiences. Our technology uses proprietary deep neural networks to create AI-powered Virtual Smart Sensors that improve personalization, privacy, and productivity.
Currently deployed in over 500 million devices, our platform works across all devices, operating systems, platforms, and applications. By utilizing system-level telemetry data to cloud-based Large Language Models (LLMs), the AI Virtual Smart Sensor Platform delivers the unrivaled capability to utilize output data from every available data source. This approach allows devices to better understand and respond to their environment, making technology more intuitive and user-friendly. At Elliptic Labs, we’re not just adapting to the future of technology – we’re actively shaping it. Our goal is to continue pushing the boundaries of contextual intelligence, creating more intuitive and powerful experiences for users worldwide.
Elliptic Labs is headquartered in Norway with presence in the USA, China, South-Korea, Taiwan, and Japan. The company is listed on the Oslo Stock Exchange. Its technology and IP are developed in Norway and are solely owned by the company.

Elliptic Labs and Intel Announcing Long-Term Partnership to Power the Future of AI PCs

Elliptic Labs and Intel have a long-term partnership to bring smarter, more intuitive AI features to Intel’s next-gen laptops.

www.businesswire.com

 

[smoothsailing18]

 

[Guzzi62]

Interesting timing, particularly since Elliptic Labs and Intel only just announced 4 days ago a long-term partnership to power Intel's next-gen laptops.



May 21, 2025 1:00 AM Eastern Daylight Time

Elliptic Labs and Intel Announcing Long-Term Partnership to Power the Future of AI PCs​

Share

---

OSLO, Norway--(BUSINESS WIRE)--Elliptic Labs (EuroNext Growth: ELABS.OL), a global AI software company and the world leader in AI Virtual Smart Sensors™, and Intel have a long-term partnership to bring smarter, more intuitive AI features to Intel’s next-gen laptops. Together, they’re turning PCs into intelligent devices that can sense and respond to their environment – like knowing when you're present or automatically connecting and sharing across devices.

These features – already launched in the market at scale – are using Elliptic Labs’ AI Virtual Smart Sensor software running on Intel’s advanced AI chips. The software is fast, efficient, and designed to run smoothly without draining battery life.
“As more top PC makers release Intel AI laptops with Elliptic Labs’ software, it underscores the strength of our collaboration with Intel and signals a new standard in intelligent, sustainable, and user-centric computing,” said Laila Danielsen, CEO of Elliptic Labs. “We’re designing experiences where the PC doesn’t just wait for commands – it thinks with you. It senses your presence, anticipates your needs, and takes action in real time. This shift marks the beginning of a new era in personal computing: intuitive, responsive, and built to make everyday interactions smarter and more seamless.”
“At Intel, we believe AI isn’t just a feature – it’s a fundamental transformation in how people interact with their devices,” said Ken McKee, VP of Customer Engineering, Intel Corporation. “Our collaboration with Elliptic Labs reflects that vision. Together, we’re delivering intuitive, responsive AI capabilities that run efficiently on-device, enabling laptops to sense, adapt, and respond in real time. This marks a shift from passive machines to active partners – where your PC doesn’t just compute, it collaborates with you.”
AI Virtual Smart Sensor and AI Virtual Smart Sensor Platform are trademarks of Elliptic Labs.
Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries.
All other trademarks or service markets are the responsibility of their respective organizations.
About Elliptic Labs
Elliptic Labs’ AI Virtual Smart Sensor Platform™ brings contextual intelligence to devices, enhancing user experiences. Our technology uses proprietary deep neural networks to create AI-powered Virtual Smart Sensors that improve personalization, privacy, and productivity.
Currently deployed in over 500 million devices, our platform works across all devices, operating systems, platforms, and applications. By utilizing system-level telemetry data to cloud-based Large Language Models (LLMs), the AI Virtual Smart Sensor Platform delivers the unrivaled capability to utilize output data from every available data source. This approach allows devices to better understand and respond to their environment, making technology more intuitive and user-friendly. At Elliptic Labs, we’re not just adapting to the future of technology – we’re actively shaping it. Our goal is to continue pushing the boundaries of contextual intelligence, creating more intuitive and powerful experiences for users worldwide.
Elliptic Labs is headquartered in Norway with presence in the USA, China, South-Korea, Taiwan, and Japan. The company is listed on the Oslo Stock Exchange. Its technology and IP are developed in Norway and are solely owned by the company.

Elliptic Labs and Intel Announcing Long-Term Partnership to Power the Future of AI PCs

Elliptic Labs and Intel have a long-term partnership to bring smarter, more intuitive AI features to Intel’s next-gen laptops.

www.businesswire.com

Elliptic founded in 2006 has done really well and are deployed on 500 million+ devises according to their website.

Home

Bringing contextual intelligence to devices, enhancing user experiences.

ellipticlabs.com

They are a software company, AI on the edge, so they must be an indirect competitor to BRN despite their different approach to edge AI.

If BRN was used in 500+ million devises, we would all be rich be now.

Their software is very likely quite easy to deploy, a small program you add to your Windows11?

Sadly this has nothing to do with us as far as I can see, Steve Brightfield likes or not.

Quote from their website:


Elliptic Labs’ AI Virtual Smart Sensor Platform™ leverages advanced machine learning algorithms and proprietary deep neural networks to bring next-generation
contextual intelligence to devices.


Our platform creates AI Virtual Smart Sensors that enhance personalization, improve privacy, and boost productivity by enabling devices to sense and respond to their surroundings intelligently and in real-time.
Deployed in over 500 million devices globally, our platform operates seamlessly across diverse hardware, operating systems, and applications. By integrating system-level telemetry data with cloud-based Large Language Models (LLMs), the AI Virtual Smart Sensor Platform processes data from all available sources. This comprehensive approach delivers unparalleled contextual awareness, allowing devices to anticipate user needs, improve interaction, and offer more intuitive, responsive experiences.
Elliptic Labs continues to drive innovation in the tech industry by pioneering new applications for AI and sensor fusion. Our mission is to shape the future of contextual intelligence, pushing the boundaries of what is possible in user-device interaction.

 

[TopCat]

Fast food giant trialling new drive-through feature

Hungry Jack's is trialling a new drive-through feature which the fast food giant hopes to roll-out to more ...

www.9news.com.au

Hungry Jack's is trialling a new drive-through feature which the fast food giant hopes to rollout to more restaurants this year.
The St Peters outlet in Sydney's inner west is using artificial intelligence to take customer orders as a part of a test to "determine the effectiveness of the technology in delivering service improvements".


My apologies as I can’t recall the company name and searching proved difficult but weren’t we involved with a company involved in fast food drive through ordering systems

 

[cosors]

We are suffering an invasion here at TSE. Today alone I put 4 new generic ones on ignore. Someone else made the assumption that these are bots. I'm not familiar with it myself If could be and I have no contact with zeeb0t. At the time, mails from me always went unanswered. Maybe one of you has a better connection to him and he can take a look at it and give dreddb0t a new order.

@TECH I'm very sorry to hear that. I am with you. And I hope we get to read you again sometime (soon). You will be free to choose your new name. I'll recognise you like an old friend by the voice alone. Take care and keep your chin up. We'll hold the fort here.

 

[Pom down under]

We are suffering an invasion here at TSE. Today alone I put 4 new generic ones on ignore. Someone else made the assumption that these are bots. I'm not familiar with it myself If could be and I have no contact with zeeb0t. At the time, mails from me always went unanswered. Maybe one of you has a better connection to him and he can take a look at it and give dreddb0t a new order.

@TECH I'm very sorry to hear that. I am with you. And I hope we get to read you again sometime (soon). You will be free to choose your new name. I'll recognise you like an old friend by the voice alone. Take care and keep your chin up. We'll hold the fort here.

They know who they are and until I sell I’ll carry on exposing them until I do

 

[SharesForBrekky]

Fast food giant trialling new drive-through feature

Hungry Jack's is trialling a new drive-through feature which the fast food giant hopes to roll-out to more ...

www.9news.com.au

Hungry Jack's is trialling a new drive-through feature which the fast food giant hopes to rollout to more restaurants this year.
The St Peters outlet in Sydney's inner west is using artificial intelligence to take customer orders as a part of a test to "determine the effectiveness of the technology in delivering service improvements".


My apologies as I can’t recall the company name and searching proved difficult but weren’t we involved with a company involved in fast food drive through ordering systems

GMAC Intelligence Goes Big with BrainChip Partnership

Learn how this partnership amplifies the capabilities of AI and cognitive computing to drive innovation across various industries.

brainchip.com

This is the partnership you're after.

 

[TopCat]

GMAC Intelligence Goes Big with BrainChip Partnership

Learn how this partnership amplifies the capabilities of AI and cognitive computing to drive innovation across various industries.

brainchip.com

This is the partnership you're after.

That’s the one. Thanks. Would be great if somehow we’re involved

 

[DK6161]

Starting with a saft agreement of return on your deposit ,do you know you can have an opportunity of holding shares with BIT CAPITAL,a Chicago company with over more than 10,000 investors at the moment.

Who the fvkk is this B!THC?

 

[DK6161]

Excited about this week! Hopefully the global market will rise again. GLTAH

 

[cosors]

We are suffering an invasion here at TSE. Today alone I put 4 new generic ones on ignore. Someone else made the assumption that these are bots. I'm not familiar with it myself If could be and I have no contact with zeeb0t. At the time, mails from me always went unanswered. Maybe one of you has a better connection to him and he can take a look at it and give dreddb0t a new order.

@TECH I'm very sorry to hear that. I am with you. And I hope we get to read you again sometime (soon). You will be free to choose your new name. I'll recognise you like an old friend by the voice alone. Take care and keep your chin up. We'll hold the fort here.

four
Five...
This new sleeve arrived here yesterday.

 

[DK6161]

Fast food giant trialling new drive-through feature

Hungry Jack's is trialling a new drive-through feature which the fast food giant hopes to roll-out to more ...

www.9news.com.au

Hungry Jack's is trialling a new drive-through feature which the fast food giant hopes to rollout to more restaurants this year.
The St Peters outlet in Sydney's inner west is using artificial intelligence to take customer orders as a part of a test to "determine the effectiveness of the technology in delivering service improvements".


My apologies as I can’t recall the company name and searching proved difficult but weren’t we involved with a company involved in fast food drive through ordering systems

Was hoping for a mention of GMAC in Hungry Jack's website, but only came up with Grill Masters Chicago Angus....sooo close!