BRN Discussion Ongoing

[MDhere]

Got a massive drive from Brissie to Melbourne in the morning over two or three days so won't be able to read much of the great posts but will catch as I always eventually do.

Thought I might bring back Sounak Dey for the start of this week. Happy Sunday night fellow brners and bring it on Brainchip.

BrainChip's MetaTF outperforms ANN on power | Sounak Dey posted on the topic | LinkedIn

The idea has been tried using BrainChip Akida MetaTF platform and shows signigicant power advantage over classical ANN. Related paper is accepted at ISCAS. Tata Consultancy Services - Research

www.linkedin.com

 

[Diogenese]

Got a massive drive from Brissie to Melbourne in the morning over two or three days so won't be able to read much of the great posts but will catch as I always eventually do.

Thought I might bring back Sounak Dey for the start of this week. Happy Sunday night fellow brners and bring it on Brainchip.

BrainChip's MetaTF outperforms ANN on power | Sounak Dey posted on the topic | LinkedIn

The idea has been tried using BrainChip Akida MetaTF platform and shows signigicant power advantage over classical ANN. Related paper is accepted at ISCAS. Tata Consultancy Services - Research

www.linkedin.com

Haven't they finished the TGV rail line yet?

 

[Quiltman]

Gilles Bezard uses LinkedIn sparingly.
As we all know, Gilles come over to BrainChip with the acquisition of SpikeNet back in 2016.
He retains his position a Senior Software Engineering Manager for BrainChip.
He pretty much only follows & likes companies, entities or individuals that he is working with.
If you are wanting to join some dots ... I can't think of a better place to start. This is quite obviously the ecosystem of collaborators/partners with which Gilles is working, with whom he can openly communicate.

Over the last 12 months, this is the complete list of companies Gilles has either "liked" or "commented" on posts from these entities.

TCS ( Sounak Dey )
Anup Vanarse ( ex BrainChip )
Alf Kuchenbuch ( VP Sales BrainChip )
Frontgrade Gaisler
Onsor
EDGX
Kurt Manninen ( BrainChip )
Mercedes Benz ( also follows Markus Shafer & Magnus Ostberg )
Cycliq ( but following Adam Osseiran (ex BrainChip) rather than working with Cycliq I think )
Neurobus
ANT61
European Space Agency

Nothing new on this list, but an encouraging list nonetheless.

IMHO, MB remains working with BrainChip, but neuromporphic compute is still in the research phase and is several years away from implementation. Look to autonomous vehicle application to be a lagging field of implementation for neuromorphic compute, not a lead application. The other two fields in Gilles list ( space and medical devices ( TCS, Onsor) ) have more viable applications in the short term.

A couple of comments from MB on this LinkedIn post last month make for interesting reading

 

[TheDrooben]

:: 𝗙𝗥𝗢𝗠 𝗚𝗥𝟬𝟬𝗧 𝗧𝗢 𝗔𝗚𝗜: 𝗠𝗬 𝗥𝗢𝗔𝗗𝗠𝗔𝗣 𝗧𝗢 𝗘𝗠𝗕𝗢𝗗𝗜𝗘𝗗 𝗜𝗡𝗧𝗘𝗟𝗟𝗜𝗚𝗘𝗡𝗖𝗘 (𝟮𝟬𝟮𝟰–𝟮𝟬𝟯𝟭) :: | Dr. Saurabh Katiyar Ph.D.

:: 𝗙𝗥𝗢𝗠 𝗚𝗥𝟬𝟬𝗧 𝗧𝗢 𝗔𝗚𝗜: 𝗠𝗬 𝗥𝗢𝗔𝗗𝗠𝗔𝗣 𝗧𝗢 𝗘𝗠𝗕𝗢𝗗𝗜𝗘𝗗 𝗜𝗡𝗧𝗘𝗟𝗟𝗜𝗚𝗘𝗡𝗖𝗘 (𝟮𝟬𝟮𝟰–𝟮𝟬𝟯𝟭) :: 𝗪𝗵𝗶𝗹𝗲 𝗜 𝗮𝗺 𝗲𝘅𝘁𝗲𝗻𝘀𝗶𝘃𝗲𝗹𝘆 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗶𝗻𝗴 𝗽𝗵𝘆𝘀𝗶𝗰𝘀-𝗯𝗮𝘀𝗲𝗱 𝗺𝗮𝗰𝗵𝗶𝗻𝗲𝘀, this week (𝗗𝗮𝘁𝗲: 𝟮𝟬 𝗠𝗮𝗿𝗰𝗵 𝟮𝟬𝟮𝟱) release of open-source 𝗚𝗥𝟬𝟬𝗧 libraries by NVIDIA at 𝗚𝗧𝗖 𝟮𝟬𝟮𝟱 is a major breakthrough. It’s not just a milestone — it’s an...

www.linkedin.com

■ 𝗧𝗛𝗘 𝗥𝗢𝗔𝗗𝗠𝗔𝗣 𝗔𝗦 𝗜 𝗦𝗘𝗘 𝗜𝗧 — 𝗪𝗜𝗧𝗛 𝗖𝗢𝗡𝗧𝗥𝗜𝗕𝗨𝗧𝗢𝗥𝗦 (𝟮𝟬𝟮𝟰–𝟮𝟬𝟯𝟭)


𝟮𝟬𝟮𝟰 – 𝗙𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗥𝗼𝗯𝗼𝘁 𝗠𝗼𝗱𝗲𝗹𝘀
[ NVIDIA GR00T, UC Berkeley (RT-1, VIMA), Meta AI, CMU) ]

𝟮𝟬𝟮𝟱 – 𝗗𝗲𝘅𝘁𝗲𝗿𝗶𝘁𝘆 & 𝗘𝗺𝗯𝗼𝗱𝗶𝗲𝗱 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
[ Boston Dynamics (Atlas), DeepMind (Gemini + Gato), Figure AI + OpenAI, Toyota TRI ]

𝟮𝟬𝟮𝟲 – 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗮𝗹 𝗢𝗻-𝗗𝗲𝘃𝗶𝗰𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴
[ Sanctuary AI (Phoenix), 1X Robotics (runtime adaptation), Stanford + Berkeley (BridgeData v2, Continual RL) ]

𝟮𝟬𝟳𝟳 – 𝗦𝗼𝗰𝗶𝗮𝗹 & 𝗘𝗺𝗼𝘁𝗶𝗼𝗻𝗮𝗹 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲
[ PAL Robotics + EU Projects (ARI, TIAGo), MIT Media Lab (Affective Computing), Meta AI (CAIRaoke) ]

𝟮𝟬𝟮𝟴 – 𝗘𝘁𝗵𝗶𝗰𝗮𝗹 & 𝗦𝗮𝗳𝗲 𝗗𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗠𝗮𝗸𝗶𝗻𝗴
[ Yoshua Bengio (MILA), OpenAI (RLHF), Anthropic (Constitutional AI), Stanford Center for Ethics in AI ]

𝟮𝟬𝟮𝟵 – 𝗥𝗼𝗯𝘂𝘀𝘁𝗻𝗲𝘀𝘀 𝗶𝗻 𝗥𝗲𝗮𝗹-𝗪𝗼𝗿𝗹𝗱 𝗘𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁𝘀
[ Tesla (Optimus), Toyota TRI (Sim2Real + bimanual control), Open Robotics + ROS 2 ]

𝟮𝟬𝟯𝟬 – 𝗡𝗲𝘂𝗿𝗼𝗺𝗼𝗿𝗽𝗵𝗶𝗰 & 𝗘𝗻𝗲𝗿𝗴𝘆-𝗘𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗛𝗮𝗿𝗱𝘄𝗮𝗿𝗲
[ Intel (Loihi), IBM (TrueNorth), BrainChip Akida, ETH Zurich, University of Heidelberg ]

𝟮𝟬𝟯𝟭 – 𝗜𝗻𝘁𝗲𝗿𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗲𝗱 𝗔𝗚𝗜 𝗥𝗼𝗯𝗼𝘁 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀
[ Figure AI + OpenAI (federated learning), Meta FAIR, Fetch Robotics + Swarm Labs, Protocol Labs / IPFS ]

Happy as Larry

 

[DingoBorat]

Gilles Bezard uses LinkedIn sparingly.
As we all know, Gilles come over to BrainChip with the acquisition of SpikeNet back in 2016.
He retains his position a Senior Software Engineering Manager for BrainChip.
He pretty much only follows & likes companies, entities or individuals that he is working with.
If you are wanting to join some dots ... I can't think of a better place to start. This is quite obviously the ecosystem of collaborators/partners with which Gilles is working, with whom he can openly communicate.

Over the last 12 months, this is the complete list of companies Gilles has either "liked" or "commented" on posts from these entities.

TCS ( Sounak Dey )
Anup Vanarse ( ex BrainChip )
Alf Kuchenbuch ( VP Sales BrainChip )
Frontgrade Gaisler
Onsor
EDGX
Kurt Manninen ( BrainChip )
Mercedes Benz ( also follows Markus Shafer & Magnus Ostberg )
Cycliq ( but following Adam Osseiran (ex BrainChip) rather than working with Cycliq I think )
Neurobus
ANT61
European Space Agency

Nothing new on this list, but an encouraging list nonetheless.

IMHO, MB remains working with BrainChip, but neuromporphic compute is still in the research phase and is several years away from implementation. Look to autonomous vehicle application to be a lagging field of implementation for neuromorphic compute, not a lead application. The other two fields in Gilles list ( space and medical devices ( TCS, Onsor) ) have more viable applications in the short term.

A couple of comments from MB on this LinkedIn post last month make for interesting reading

View attachment 80047

View attachment 80048

View attachment 80049

I think if Mercedes wants to stay relevant, they are going to have to get into Humanoid Robotics at some stage.
There will be a huge market, for a "premium product" but they should have really already started a couple of years ago (although it doesn't "seem" to take much to make rapid progress these days).


What happened to Driver Monitoring though?..

"European General Safety Regulation (GSR)"

"GSR's latest update, effective July 2024, mandates that: All new vehicles must include in-cabin systems for driver drowsiness, distraction, and readiness detection. Advanced AI and vision-based technologies are essential to meet these requirements."

I thought we had a couple of real goers here, with both BeEmotion (formerly Nviso) and Emotion3D?..

And it's a lot "easier" than things like ADAS or FSD..

 

[DingoBorat]

I think if Mercedes wants to stay relevant, they are going to have to get into Humanoid Robotics at some stage.
There will be a huge market, for a "premium product" but they should have really already started a couple of years ago (although it doesn't "seem" to take much to make rapid progress these days).


What happened to Driver Monitoring though?..

"European General Safety Regulation (GSR)"

"GSR's latest update, effective July 2024, mandates that: All new vehicles must include in-cabin systems for driver drowsiness, distraction, and readiness detection. Advanced AI and vision-based technologies are essential to meet these requirements."

I thought we had a couple of real goers here, with both BeEmotion (formerly Nviso) and Emotion3D?..

And it's a lot "easier" than things like ADAS or FSD..

Mercedes is already using Apptronik's humanoid robot "Apollo" in its factory, maybe some bright spark there will come up with the inspiration of "Hey maybe we should be making these things!"

Apollo

apptronik.com

 

[Pom down under]

Just one day it would be nice to get a decent $$$$ announcement and for a second I thought this was it. Why did I have to open it and ruin my day

 

[7für7]

Just one day it would be nice to get a decent $$$$ announcement and for a second I thought this was it. Why did I have to open it and ruin my day

View attachment 80090


View attachment 80092

Same thoughts

 

[Mea culpa]

Just one day it would be nice to get a decent $$$$ announcement and for a second I thought this was it. Why did I have to open it and ruin my day

View attachment 80090


View attachment 80092

hot crapper, what’s that? The only hot crapper I know was an attractive policewoman I dated for half an hour back in the’60’s… No handcuffs unfortunately and as usual I was given a warning.

 

[manny100]

BeEmotion enjoy a place as an option on our VVDN Edge Box.
" Gesture recognition by BeEmotion , an innovator at the intersection of AI and human behavior that provides cutting-edge solutions to enhance interaction, prevent accidents, and bring enjoyment to the everyday use of technology."
See VVDN Edge Box Ann below dated 8th Jan'25:
News Release
On the 6th January 2024 BRN issued a news release of the Brainchip and NVISO (now Be Emotion.ai) partnership.
News Release
See the BeEmotion.ai website below:
BeEmotion
Given BeEmotion.ai, Quantum Ventura (QV) and Ai Labs are all options on our VVDN Edge Box and the latter 2 already have products it is reasonable to expect BeEmotion is next.
Also apart from BeEmotionai, QV and Ai Labs Sean said in the new release:
" “The Akida Edge Box is a great platform for running AI in standalone edge environments where footprint, cost and efficiency is critical, while not compromising performance,” said Sean Hehir, BrainChip CEO. “We look forward to announcing more partners developing edge AI for their customers’ specific use cases and more importantly, we look forward to the ideas these companies will bring to life with the Akida Edge AI Box.”"
My bold above. Customers can develop models via Edge Impulse and evaluate them on DeGirum.
Brainchip has made it 'childs play' to develop and release products - how good is that.

 

[DingoBorat]

BeEmotion enjoy a place as an option on our VVDN Edge Box.
" Gesture recognition by BeEmotion , an innovator at the intersection of AI and human behavior that provides cutting-edge solutions to enhance interaction, prevent accidents, and bring enjoyment to the everyday use of technology."
See VVDN Edge Box Ann below dated 8th Jan'25:
News Release
On the 6th January 2024 BRN issued a news release of the Brainchip and NVISO (now Be Emotion.ai) partnership.
News Release
See the BeEmotion.ai website below:
BeEmotion
Given BeEmotion.ai, Quantum Ventura (QV) and Ai Labs are all options on our VVDN Edge Box and the latter 2 already have products it is reasonable to expect BeEmotion is next.
Also apart from BeEmotionai, QV and Ai Labs Sean said in the new release:
" “The Akida Edge Box is a great platform for running AI in standalone edge environments where footprint, cost and efficiency is critical, while not compromising performance,” said Sean Hehir, BrainChip CEO. “We look forward to announcing more partners developing edge AI for their customers’ specific use cases and more importantly, we look forward to the ideas these companies will bring to life with the Akida Edge AI Box.”"
My bold above. Customers can develop models via Edge Impulse and evaluate them on DeGirum.
Brainchip has made it 'childs play' to develop and release products - how good is that.

Yeah that's good, but they need to have had developed "in cabin" products by early "last" year.

All new cars manufactured in Europe since July "last" year, have had to incorporate "other" solutions.

It's not as easy, to get traction in a particular market, when someone else has already filled the slot.

It would be interesting to know, what solutions various car manufacturers are using, or whether they've been given a "grace" period, for implementation.

 

[DingoBorat]

Yeah that's good, but they need to have had developed "in cabin" products by early "last" year.

All new cars manufactured in Europe since July "last" year, have had to incorporate "other" solutions.

It's not as easy, to get traction in a particular market, when someone else has already filled the slot.

It would be interesting to know, what solutions various car manufacturers are using, or whether they've been given a "grace" period, for implementation.

Looks like Anyverse, have developed a/the platform for testing of various systems..

Exploring the Technology Behind In-Cabin Monitoring Systems

Discover the technology powering in-cabin monitoring systems. Learn about sensors, cameras, and AI used to enhance passenger safety.

anyverse.ai

Anyverse INCABIN - Virtual validation data platform for in-cabin

Anyverse offers OEMs, integrators, and suppliers the only shared interface to generate high-quality validation datasets in just a few clicks.

anyverse.ai

 

[supersonic001]

All good Hopalong
My original post, wasn't intended as a statement of fact, just my "feel" of the name, I guess that's why I used that word..

"Although I would hardly call the B17 flying fortress, B29 super fortress or the B52 strato fortress "passenger jet thing's"

View attachment 79932

View attachment 79933
View attachment 79934

You're right, absolutely nothing passenger jetty about "those" planes


"The prototype B-17, with the Boeing factory designation of Model 299, was designed by a team of engineers led by E. Gifford Emery and Edward Curtis Wells, and was built at Boeing's own expense.[12] It combined features of the company's experimental XB-15 bomber and 247 transport."

For anyone that went to the Bicentennial Air Show 1988 Richmond Airforce base NSW, one of these B52 babies flew all the way from Guam US airforce base, came across the Blue Mountains heading east, banked around and flew back west, heading back to Guam in a single flight

Would have been phenomenal to see it on the ground and walk up to it, but the wing span and supporting bogeys simply too wide for the Aussie airforce base hosting the show……

One day …. !

 

[manny100]

BeEmotion enjoy a place as an option on our VVDN Edge Box.
" Gesture recognition by BeEmotion , an innovator at the intersection of AI and human behavior that provides cutting-edge solutions to enhance interaction, prevent accidents, and bring enjoyment to the everyday use of technology."
See VVDN Edge Box Ann below dated 8th Jan'25:
News Release
On the 6th January 2024 BRN issued a news release of the Brainchip and NVISO (now Be Emotion.ai) partnership.
News Release
See the BeEmotion.ai website below:
BeEmotion
Given BeEmotion.ai, Quantum Ventura (QV) and Ai Labs are all options on our VVDN Edge Box and the latter 2 already have products it is reasonable to expect BeEmotion is next.
Also apart from BeEmotionai, QV and Ai Labs Sean said in the new release:
" “The Akida Edge Box is a great platform for running AI in standalone edge environments where footprint, cost and efficiency is critical, while not compromising performance,” said Sean Hehir, BrainChip CEO. “We look forward to announcing more partners developing edge AI for their customers’ specific use cases and more importantly, we look forward to the ideas these companies will bring to life with the Akida Edge AI Box.”"
My bold above. Customers can develop models via Edge Impulse and evaluate them on DeGirum.
Brainchip has made it 'childs play' to develop and release products - how good is that.

To be an option on the VVDN Edge Box BeEmotion would have has to have had completed their software prior to the BRN Jan'25 ann.
It looks as though we are just waiting for BeEmotion to make an announcement of client use.

 

[Fredsnugget]

For anyone that went to the Bicentennial Air Show 1988 Richmond Airforce base NSW, one of these B52 babies flew all the way from Guam US airforce base, came across the Blue Mountains heading east, banked around and flew back west, heading back to Guam in a single flight

Would have been phenomenal to see it on the ground and walk up to it, but the wing span and supporting bogeys simply too wide for the Aussie airforce base hosting the show……

One day …. !

They are impressive to see on the ground but they were even better when they were circling above us in the Ghan waiting for orders to unleash hell and save our arses. They were just dots in the sky but you knew what they could do

 

[HopalongPetrovski]

For anyone that went to the Bicentennial Air Show 1988 Richmond Airforce base NSW, one of these B52 babies flew all the way from Guam US airforce base, came across the Blue Mountains heading east, banked around and flew back west, heading back to Guam in a single flight

Would have been phenomenal to see it on the ground and walk up to it, but the wing span and supporting bogeys simply too wide for the Aussie airforce base hosting the show……

One day …. !

Have to travel to RAAF Tindal (near Katherine in the NT) where they can land and take off and which is being upgraded to host a contingent into the future. Although given the current political instability in the White house and elsewhere nothing has much certainty these days.

 

[manny100]

Was this missed from CES 25?
" BrainChip’s TENNs (Temporal Event Based Neural Nets) can deliver 100x compression and performance gain without compromising accuracy which it forsees as a disruptive force to streamline the migration to Hybrid Edge AI computing."

CES 2025

Check back frequently for updates, as we’ll be adding new information throughout CES 2024 and beyond.

brainchip.com

This could easily position BrainChip as a key player in the evolution of hybrid AI computing.
Advantages include efficiency, power savings, real time, more privacy and security and lower costs via decreased reliance on the cloud.
Also our neuromorphic core supports scalable AI solutions, making it easier to integrate edge and cloud computing seamlessly. This allows businesses to adapt to varying workloads and optimize resource allocation.
This is BRN expanding its footprint. No standing still.

 

[IloveLamp]

Don't miss out on the opportunity to be part of the growing RISC-V in Space community! | Frontgrade Gaisler

Don't miss out on the opportunity to be part of the growing RISC-V in Space community! 1000 followers already! Follow the RISC-V in Space page on LinkedIn to stay abreast with the latest and greatest in space computing based on the RISC-V International instruction set architecture! #riscv...

www.linkedin.com

 

[CrabmansFriend]

Maybe I have missed it, but has anyone found out already which FPGA provider Brainchip‘s IP has been demoed on?
(I‘m hoping for AMD‘s Xilinx, but Intel‘s Altera would be nice too …)

 

[Guzzi62]

Maybe I have missed it, but has anyone found out already which FPGA provider Brainchip‘s IP has been demoed on?
(I‘m hoping for AMD‘s Xilinx, but Intel‘s Altera would be nice too …)

It's shown in manny100 link 2 posts up what they demoed, in the link:

1:
LLMs + RAG Demo

How we’re advancing large language models (LLMs) with Retrieval-Augmented Generation (RAG) for smarter, real-time AI applications.


2:
Anomaly Detection Demo

Our latest anomaly detection solution running on Raspberry Pi 5. This versatile demo targets multiple verticals, including Industrial IoT, manufacturing, healthcare (wearable devices), cybersecurity, fraud detection, and more.


3:
Building ML Models with
Edge Impulse

Hands-on demos with Edge Impulse, demonstrating how easy it is to build and deploy custom machine learning models directly on the Akida platform.

CES 2025

Check back frequently for updates, as we’ll be adding new information throughout CES 2024 and beyond.

brainchip.com