BRN Discussion Ongoing

[Deleted member 118]

In BrainChip’s news release announcing their University AI Accelerator Program they state that The Program successfully completed a pilot session at Carnegie Mellon University (CMU) this past spring semester and will be officially launching with Arizona State University in September … with a further 5 expected to participate.

I had never heard of Carnegie Mellon University so I took to google as any fine researcher does these days and I’ve come away very impressed.

CMU is a private research university.

If you search for top colleges / schools / universities for teaching computer science, Carnegie Mellon University repeatedly appears in the top 3 in America.

… the college is perhaps best known for its School of Computer Science. CMU is currently tied for second place on the US News and World Report’s ranked list of top schools for computer science in the country.

More specifically, the college’s programs for artificial intelligence and programming language are known as the very best in the country…

CMU is also known for its engineering program, which is currently tied for fourth in the national college rankings.

Best Artificial Intelligence Programs Being taught? Yep, CMU.
https://www.usnews.com/best-graduate-schools/top-science-schools/artificial-intelligence-rankings


But it doesn’t stop in the US! Additionally CMU ranks as 6th in the world for computer science according to https://www.timeshighereducation.com/world-university-rankings/2022/subject-ranking/computer-science


Pretty impressive work by BrainChip to hook up with Carnegie Mellon University.
I look forward to some recognition of BrainChip’s engagement in their computing school on the CMU website in the, hopefully near, future.

Maybe a good direction to take from the company, but sorry does nothing for us shareholders with our investment.

 

[Sirod69]

• • 
    
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  • Jesse Chapman und Rob Telson gefällt das

Jens Knut Fabrowsky• Vice President, Automotive Electronics bei Robert Bosch GmbH1 Tag • vor 1 Tag

#LikeABosch: Our Bosch #semiconductors are used in cars and mobile devices, but also play an important role in Bosch Power Tools products. Our colleagues at Bosch Africa have developed an innovative distribution channel there: The so-called Bosch Rangers. In Kenya, there are 16 Bosch Rangers on motorbikes supporting the Bosch field service to get into contact with the local customers. What a great program! Find out more interesting stories: bit.ly/3J5cHVy

 

[Sirod69]

phew! I have now translated the Japanese page into German for me and now for you all in English, hope you appreciate it

Cortex-A55 Core Board | Renesas G2L industrial grade multi-core MPU

Based on Renesas Cortex-A55 RZ/G2L series high-performance processor design, integrates Cortex-M33 real-time hardcore, supports 2-channel Gigabit Ethernet, 2-channel CAN FD, HD display interface, camera interface, 3D, H .264 video hardware codec, USB interface, multi-channel serial interface, PWM, ADC, etc., suitable for rapid development of a number of the most innovative applications, such as Such as display control terminals, Industry 4.0, medical analysis instruments, vehicle terminals and edge computing equipment, etc.

10 year supply | High Performance | Extensive interfaces

The RZ/G2L series processor is one of the MPUs with the most comprehensive interfaces among general-purpose processors. It has a service life of over 10 years, and the chip's operating temperature is -40℃~+85℃. It is suitable for electric power, medical treatment, railway transportation, industrial automation, environmental protection, heavy industry and other industries.

Detailed supporting materials for development | Renesas official full technical support


Wuhan Vientiane Aoke is Renesas Electronics' first preferred partner in China. Vientiane Aoke combines the performance advantages of Renesas high-end processor chips, factory original supply and technical support to jointly provide users with comprehensive technical services, and can provide personalized customized services combined with industry characteristics.

http://www.vanxoak.com/pd.jsp?id=94#_pp=2_405

 

[equanimous]

Head of Research group Bosch

Michael Pfeiffer

Presentation of Researchers

www.bosch-ai.com

 

[Fullmoonfever]

Head of Research group Bosch

View attachment 14347

Michael Pfeiffer

Presentation of Researchers

www.bosch-ai.com

Just cause ya posted about Michael refer linked prev post

Post in thread 'The Wall + Links' https://thestockexchange.com.au/threads/the-wall-links.11187/post-29194

 

[dippY22]

I think it's an analogy.

Brilliant Diogenese. "anal...ogy" ba dum dum

 

[DingoBorat]

Head of Research group Bosch

View attachment 14347

Michael Pfeiffer

Presentation of Researchers

www.bosch-ai.com

 

[Boab]

View attachment 14351

damn, need those 1,000 FPS

 

[equanimous]

damn, need those 1,000 FPS

 

[Space Cadet]

View attachment 14351

Only problem is that is Sharon Stone.

SC

 

[Diogenese]

In BrainChip’s news release announcing their University AI Accelerator Program they state that The Program successfully completed a pilot session at Carnegie Mellon University (CMU) this past spring semester and will be officially launching with Arizona State University in September … with a further 5 expected to participate.

I had never heard of Carnegie Mellon University so I took to google as any fine researcher does these days and I’ve come away very impressed.

CMU is a private research university.

If you search for top colleges / schools / universities for teaching computer science, Carnegie Mellon University repeatedly appears in the top 3 in America.

… the college is perhaps best known for its School of Computer Science. CMU is currently tied for second place on the US News and World Report’s ranked list of top schools for computer science in the country.

More specifically, the college’s programs for artificial intelligence and programming language are known as the very best in the country…

CMU is also known for its engineering program, which is currently tied for fourth in the national college rankings.

Best Artificial Intelligence Programs Being taught? Yep, CMU.
https://www.usnews.com/best-graduate-schools/top-science-schools/artificial-intelligence-rankings


But it doesn’t stop in the US! Additionally CMU ranks as 6th in the world for computer science according to https://www.timeshighereducation.com/world-university-rankings/2022/subject-ranking/computer-science


Pretty impressive work by BrainChip to hook up with Carnegie Mellon University.
I look forward to some recognition of BrainChip’s engagement in their computing school on the CMU website in the, hopefully near, future.

Hi Terroni,

It looks like CNU were late to the SNN party, but nothing that Akida can't fix.

This is a Carnegie Lemon patent for an autonomous vehicle from 2018 which uses segregated CNN and LSTM:

US11016495B2 Method and system for end-to-end learning of control commands for autonomous vehicle

[0068] FIG. 4 is a block diagram that illustrates an end-to-end learning system 102 in accordance with the disclosed embodiments. The end-to-end learning system 102 learns control commands 180 for controlling an autonomous vehicle to address a particular scene in an image. The end-to-end learning system 102 can include a pre-processor 130 , a segmentation neural network 140 , an optical flow neural network 141 , a first concatenation unit (C 1 ), a convolutional neural network (CNN) 144 , a second concatenation unit (C 2 ), a Long Short-Term Memory (LSTM) network 150 , and a fully connected layer 170 . As will be explained below, some of these neural networks (e.g., the segmentation neural network 140 and the optical flow neural network 141 ) are optional and not used in all implementations.

The patent includes a description of the purpose of the LSTM:

[0012] A Long Short-Term Memory (LSTM) network comprising a network of LSTM cells [Fig 7] can then process, during the current time step (T), the spatial context feature vector at the current time step (T) and one or more previous LSTM outputs at one or more corresponding previous time steps to generate an encoded temporal context vector at the current time step (T). In one embodiment, each of the one or more previous LSTM outputs is a context feature vector from a particular previous time step. In one embodiment, the number of one or more previous LSTM outputs is specified by a window size (w) that defines the number of the one or more previous LSTM outputs to be processed by the LSTM network along with the spatial context feature vector to generate the encoded temporal context vector at the current time step (T).

 

[Proga]

phew! I have now translated the Japanese page into German for me and now for you all in English, hope you appreciate it

Cortex-A55 Core Board | Renesas G2L industrial grade multi-core MPU

Based on Renesas Cortex-A55 RZ/G2L series high-performance processor design, integrates Cortex-M33 real-time hardcore, supports 2-channel Gigabit Ethernet, 2-channel CAN FD, HD display interface, camera interface, 3D, H .264 video hardware codec, USB interface, multi-channel serial interface, PWM, ADC, etc., suitable for rapid development of a number of the most innovative applications, such as Such as display control terminals, Industry 4.0, medical analysis instruments, vehicle terminals and edge computing equipment, etc.
View attachment 14345

10 year supply | High Performance | Extensive interfaces

The RZ/G2L series processor is one of the MPUs with the most comprehensive interfaces among general-purpose processors. It has a service life of over 10 years, and the chip's operating temperature is -40℃~+85℃. It is suitable for electric power, medical treatment, railway transportation, industrial automation, environmental protection, heavy industry and other industries.

View attachment 14346

Detailed supporting materials for development | Renesas official full technical support


Wuhan Vientiane Aoke is Renesas Electronics' first preferred partner in China. Vientiane Aoke combines the performance advantages of Renesas high-end processor chips, factory original supply and technical support to jointly provide users with comprehensive technical services, and can provide personalized customized services combined with industry characteristics.

http://www.vanxoak.com/pd.jsp?id=94#_pp=2_405

So what does this tell me @Sirod69 ? Renesas has created an interface chip using the brute force of data centres via the Cortex-A55 and is edge capable via the Cortex-M33 which is Akida compatible?

p.s. have you been watching the rain moving towards Germany from France and Belgium

 

[equanimous]

I havent been through this list yet but there is alot. Need 1000 eyes to help

https://neuromorphic.camera/arxiv.php

 

[JoMo68]

Like you, I got FUTA by 4DS yesterday. But I'm still holding.

Me too. Hopefully they’ll be able to fix the problem…eventually.

 

[JoMo68]

Hi there @Newk R, can you explain to the less savvy on the BRN forum, just what FUTA is.

It sounds painful

 

[cosors]

No one discussing the press release?

I think that's very important. Young people need to get to know Akida better. I still haven't really calmed down, had deleted my post. I listened to a recent webinar (almost 2h) in German. Topic:

Artificial intelligence is pushing computers as we know them today to their limits. Do we need new computers inspired by the brain?

AI Hardware of the Future: What is Neuromorphic Computing?
Presentation of the topic and our guests
00:03:05 What is Neuromorphic Computing?
00:09:20 Short message from our sponsor BWI
00:10:00 What do neural networks and neuromorphic computing have in common?
00:16:02 Emulation vs. architecture in neuromorphic computing
00:18:00 Analogue vs. digital computing methods
00:21:15 Differentiation to quantum computing
00:25:36 The history of neuromorphic computing
00:32:16 How does deep learning have it Neuromorphic Computing Changed?
00:35:55 What does neuromorphic computing mean for AI development?
00:39:50How does deep learning work on neuromorphic hardware?
00:44:15 Sparse and spiking in neural networks - what's the difference?
00:52:00 The advantage of spiking neural networks
00:59:24 What is the biggest challenge in neuromorphic computing right now?
01:05:07 As an AI developer, can I fully rely on neuromorphic computing?
01:07:25 Will we have a neuromorphic chip in the iPhone in five years?
01:08:00 Would moving to neuromorphic computing require new manufacturing processes? 01:11:33 What could a neuromorphic chip in the iPhone do better?
Test tube vs. chip factory: Could bio-computers also be bred?
01:31:02 Is biology even a good model for computing?
01:39:16 Max' Philo Solo: Where is the line between emulation and reproduction?
01:45:20 Where to learn more about Neuromorphic Computing?
01:47:52 How to get into neuromorphic computing?

They (also uni Bern in Switzerland, home of Bonseyes) managed to talk for two hours about the state of affairs and what is not yet possible today. I thought easily 20 times about it, hey! do you know as a researcher actually not Akida? The webinar was full of ignorance about the state of things whether on purpose or not. I have even prepared a letter but not sent. I don't think that makes any sense. All you have to do is type neuromorphic and spiking neural into Google and you'll inevitably come up with Brainchip. Anyway, I think it is very important that Akida be distributed to universities. I still shake my head. Who wants to hear it from my German compatriots:
https://mixed.de/vom-gehirn-inspirierte-ki-was-ist-neuromorphic-computing-deep-minds-7/?amp=1

 

[Beebo]

Just saw this on IG. Tesla confused by horse-drawn carriage

 

[cosors]

Big deal here, way to go @Fullmoonfever as the education focus should be front and center. Edge Impulse seems to master the education focus already. What a huge event to help in the education of future Akida SNN publishers.

Getting the SNN IP into the workflow of all the steps on the SoC is a big deal. Let's recruit the entire college community!

View attachment 14311



PS. We need a better Wow Icon! Wow is better than Fire Icon or Heart Icon. Or is Thinking Icon better, you touched my brain deeply. Icon review!

View attachment 14309

That's where we get our emojis from. They have different packages @zeeb0t

https://joypixels.com/

Smilies

This shows a full list of the smilies you can insert when posting a message.

thestockexchange.com.au

 

[cosors]

In BrainChip’s news release announcing their University AI Accelerator Program they state that The Program successfully completed a pilot session at Carnegie Mellon University (CMU) this past spring semester and will be officially launching with Arizona State University in September … with a further 5 expected to participate.

I had never heard of Carnegie Mellon University so I took to google as any fine researcher does these days and I’ve come away very impressed.

CMU is a private research university.

If you search for top colleges / schools / universities for teaching computer science, Carnegie Mellon University repeatedly appears in the top 3 in America.

… the college is perhaps best known for its School of Computer Science. CMU is currently tied for second place on the US News and World Report’s ranked list of top schools for computer science in the country.

More specifically, the college’s programs for artificial intelligence and programming language are known as the very best in the country…

CMU is also known for its engineering program, which is currently tied for fourth in the national college rankings.

Best Artificial Intelligence Programs Being taught? Yep, CMU.
https://www.usnews.com/best-graduate-schools/top-science-schools/artificial-intelligence-rankings


But it doesn’t stop in the US! Additionally CMU ranks as 6th in the world for computer science according to https://www.timeshighereducation.com/world-university-rankings/2022/subject-ranking/computer-science


Pretty impressive work by BrainChip to hook up with Carnegie Mellon University.
I look forward to some recognition of BrainChip’s engagement in their computing school on the CMU website in the, hopefully near, future.

Your message did get me to write to someone from the podcast, see my post above.
I have sent them our new program. Thank you! We can't leave students ignorant.

 

[cosors]

phew! I have now translated the Japanese page into German for me and now for you all in English, hope you appreciate it

Cortex-A55 Core Board | Renesas G2L industrial grade multi-core MPU

Based on Renesas Cortex-A55 RZ/G2L series high-performance processor design, integrates Cortex-M33 real-time hardcore, supports 2-channel Gigabit Ethernet, 2-channel CAN FD, HD display interface, camera interface, 3D, H .264 video hardware codec, USB interface, multi-channel serial interface, PWM, ADC, etc., suitable for rapid development of a number of the most innovative applications, such as Such as display control terminals, Industry 4.0, medical analysis instruments, vehicle terminals and edge computing equipment, etc.
View attachment 14345

10 year supply | High Performance | Extensive interfaces

The RZ/G2L series processor is one of the MPUs with the most comprehensive interfaces among general-purpose processors. It has a service life of over 10 years, and the chip's operating temperature is -40℃~+85℃. It is suitable for electric power, medical treatment, railway transportation, industrial automation, environmental protection, heavy industry and other industries.

View attachment 14346

Detailed supporting materials for development | Renesas official full technical support


Wuhan Vientiane Aoke is Renesas Electronics' first preferred partner in China. Vientiane Aoke combines the performance advantages of Renesas high-end processor chips, factory original supply and technical support to jointly provide users with comprehensive technical services, and can provide personalized customized services combined with industry characteristics.

http://www.vanxoak.com/pd.jsp?id=94#_pp=2_405

Thanks for your work I really appreciate it as I often do it in Swedish and sometimes from Hebrew and rarely from Japanese. I had the most work with a newspaper article from Israel. I had to vectorize it screenshot by screenshot and then translate it first into German to make it a readable text and then into English. I can't do much with the info but still. I appreciate your tireless work!