BRN Discussion Ongoing

Frangipani

Regular
This isn’t the actual article I was searching for, but it directs you to sooo many New Possibilities
The Bionics market is setting up to take advantage with huge generational improvements for recipients.
Feeling and pressure sensations, as well as hot/cold , thru bionics are at the forefront of ground breaking advancements.

Another space for Akida

Cheers Frangipani

By chance, I stumbled upon the following post about USC graduate Natalie Fung, who was recently awarded a Master in Communications Data Science - with her resilience and can-do attitude, she truly is an inspiration:

08EE1F7E-72AD-458D-A79D-98397D3239DA.jpeg



How heart-warming that USC Viterbi even awarded her service dog a certificate of graduation at the commencement ceremony in May! 😍

284C3F4E-96A6-422C-BE6B-F36391813A75.jpeg



The May 2024 USC website article, which is linked in the first post, mentions the name of her lab:


“Since fall 2021, I’ve been involved with accessibility awareness on campus through the Viterbi Graduate Student Association, from partnering with the Graduate Student Government to put on a disability resource and awareness fair, to creating content on acquiring accommodations at USC.

I’m also a lab manager and research assistant in the Valero Lab under Prof. Francisco Valero-Cuevas, where I previously helped him plan a conference held at USC in conjunction with the National Science Foundation. Four published papers on disability and rehabilitation engineering resulted from the conference!

I’m now being funded by NSF to see how a neuromorphic arm developed in the lab can be directly translated into real life.”




0106FED9-A078-468B-9928-57D4C2627D15.jpeg



The USC Brain-Body Dynamics Lab is led by Francisco Valero-Cuevas, Professor of Biomedical Engineering, Aerospace and Mechanical Engineering, Electrical and Computer Engineering, Computer Science, and Biokinesiology and Physical Therapy (try to fit all this onto one business card!), who has been fascinated with the biomechanics of the human hand for years (see the 2008 article below) and was already talking about utilising neuromorphic chips in robots three years ago, in a ‘research update’ video recorded on June 17, 2021:



“But at the same time we are building physical robots that have what are called ‘neuromorphic circuits’. These are computer chips that are emulating populations of spiking neurons that then feed motors and amplifiers and the like that actually produce manipulation and locomotion.” (from 2:56 min)


D1383C77-443E-4A88-9524-3416F92ACE3D.jpeg


Given that a number of USC Viterbi School of Engineering faculty members are evidently favourably aware of BrainChip (see below) - plus our CTO happens to be a USC School of Engineering alumnus and possibly still has some ties to his alma mater - I wouldn’t be surprised if Valero Lab researchers were also experimenting with Akida.

58597214-60EB-4C0D-BFA9-B95CA5BC188C.jpeg


E0B256FE-A27C-46DC-9F56-EAD2B0BA644E.jpeg

Remember this June 2023 This is our Mission podcast?


After introducing his guest, who also serves as the Executive Vice Dean at the USC Viterbi School of Engineering, Nandan Nayampally says “You know, we go back a long way … in fact, we had common alma maters.” (03:14 min)

Gaurav Sukatme:
From 25:32 min: “I think the partnership between industry and academia is crucial here to make progress.”

From 27:13 min: “You know, companies like yours, like Brainchip, what you are doing with the University Accelerator Program, I like very much - in fact, we’re looking into it, as you know, we’ll be having a phone [?] conversation about exploring that further. I think programs like that are unique and can really make the nexus between a leading company and academia sort of be tighter and be stronger.”

At the end of the podcast, Nandan Nayampally thanks his guest for sharing his insights and closes with the words “…and hopefully we’ll work together much closer soon.” (35:15 min)

Which makes Brainchip’s involvement in CONCRETE (Center of Neuromorphic Computing and Extreme Environment”), well, not concrete, but certainly more likely… 😊
Another USC professor very much aware of Brainchip & Akida:

View attachment 56327

View attachment 56328

(The Hughes Aircraft Electrical Engineering Center houses the Ming Hsieh Department of Electrical and Computer Engineering-Systems, cf.
https://viterbi.usc.edu/news/news/2012/hughes-aircraft-electrical.htm - sections of the now defunct aerospace and defense contractor that gifted its name to the building live on in Raytheon and Boeing.)



View attachment 56321
View attachment 56333


Unfortunately, I don’t have any login credentials, so someone else needs to find out what the authors say about Akida in 17.4.

The preview includes the book’s preface, though, in which our company gets a mention, too.

View attachment 56334

View attachment 56314
Meanwhile, yet another university is encouraging their students to apply for a summer internship at BrainChip:



View attachment 63100


I guess it is just a question of time before USC will be added to the BrainChip University AI Accelerator Program, although Nandan Nayampally is sadly no longer with our company…
 

Attachments

  • 3B031D78-2EE9-4C9A-BAC8-D91BD79211C0.jpeg
    3B031D78-2EE9-4C9A-BAC8-D91BD79211C0.jpeg
    215.3 KB · Views: 32
  • Like
  • Love
  • Thinking
Reactions: 29 users

Satchmo25

Member

Samsung already investing in Axelera startup for ai chip. Hope Akida will be part in this smartphone war!
 
  • Like
  • Fire
  • Thinking
Reactions: 9 users

MrNick

Regular
  • Like
  • Fire
Reactions: 6 users

Frangipani

Regular
Hi FJ-215,

the article you linked to refers to a different Fraunhofer Institute, Fraunhofer IPMS in Dresden, whereas the Fraunhofer Institute shown in the video is Fraunhofer HHI (Heinrich-Hertz-Institut) in Berlin. (There are 76 Fraunhofer Institutes in total.)

At the very end of the video, there is a reference to a research paper, that I posted about a few weeks ago:

View attachment 63664



https://thestockexchange.com.au/threads/brn-discussion-ongoing.1/post-417987

View attachment 63666
View attachment 63667



View attachment 63665

And thanks to the video we now know what neuromorphic hardware the researchers used, even though they didn’t reveal it in their paper! 😍


Our friends at Fraunhofer HHI 👆🏻are part of the ongoing Berlin 6G Conference (July 2 - 4, 2024). While three of the above paper’s co-authors are session chairs or speakers, Yuzhen Ke and Mehdi Heshmati are giving live demos of Spiky Spot’s akidaesque gesture recognition skills at the conference expo.

493DA070-688F-4BC0-81B9-E5B527CC2B5B.jpeg



E83A0822-78D1-4FFE-BAA1-91E0AA263A24.jpeg



The Berlin-based researchers have been rather busy conference-hopping in recent weeks: Stockholm (Best Demonstration Award), Antwerp, Denver, Berlin (2x).

I am just not sure whether they have been letting curious visitors to their booth in on the secret behind their obedient robotic dog... 🤔

AE899472-BF5C-4793-AC83-6D8FF13DD685.jpeg


0084B4E9-D2EB-4CA3-B347-B61A8291E57B.jpeg

Some of the Fraunhofer Heinrich Hertz Institute researchers from Berlin who appear to have used Akida in their research, as evidenced by their recent video titled Neuromorphic Wireless Cognition for Connected Intelligence (encouragingly, there has been no denial in the comment section so far), are currently attending the IEEE International Conference on Communications in Denver, where they are presenting their demo video at the German 6G Research and Innovation Cluster booth.


One of their Fraunhofer HHI colleagues was promoting the demo video on LinkedIn earlier today, while at the same time cozying up to Ericsson at the booth opposite them by praising Ericsson’s Head of Research Magnus Frodigh for addressing their common interest in neuromorphic processing and SNNs for 6G in his keynote speech.

After this virtual wave across the aisle, researchers on both sides will surely find the time to have a little chat even closer up, and in the case of Fraunhofer HHI possibly also with others who may have only become aware of the German 6G research delegation’s booth because of Ericsson and Magnus Frodigh getting mentioned in that LinkedIn post.




View attachment 64688
View attachment 64684


View attachment 64679




View attachment 64683

5919EA55-6D42-4350-80E9-7855AA28A20B.jpeg
 
  • Like
  • Love
  • Fire
Reactions: 30 users

Frangipani

Regular
I like the way Alexandre Mandl from São Paulo, Brazil is asking this legitimate question without dissing NVIDIA:

“Is the next big thing in AI not about raw power but about doing more with less juice?”




D431DF97-4CB9-4F65-82AF-79B9AF0214C6.jpeg


7612CCC7-260B-4901-A3F5-FD18888DAB31.jpeg


4FA8B65D-CE2B-49AA-BA11-926EDAF8EA06.jpeg
 
  • Like
  • Love
  • Fire
Reactions: 23 users

Frangipani

Regular

Attachments

  • CDCDE31E-A9DA-454C-A1BA-1A7FDFD87230.jpeg
    CDCDE31E-A9DA-454C-A1BA-1A7FDFD87230.jpeg
    192.6 KB · Views: 25
Last edited:
  • Like
  • Fire
  • Wow
Reactions: 17 users

Frangipani

Regular
Speaking of BAE Systems:




Robots.Jobs Logo


Digital Microelectronics Technology Development Lead

PUBLISHED: JULY 3, 2024 ONSITE ARLINGTON, VIRGINIA FULL TIME BUSINESS & FINANCEMECHANICAL ENGINEERING
Save
Apply

Description​

Job Description

BAE Systems FAST Labs Microelectronics Science and Technology (MS&T) area architects novel and beyond-next-generation RF, mixed-signal, and digital integrated circuits and chipsets, and delivers those new custom microelectronics capabilities into systems. With ongoing growth, MS&T is seeking a technology leader to help drive its strategy forward.
The candidate for this position will lead Digital Microelectronics research and development pursuits, programs, and strategies. The trajectory of this portfolio includes algorithmic hardware accelerators, digital signal processor SOCs and ASICs, radiation hard microelectronics, non-traditional compute microelectronics architectures, and new high-risk/high-reward novel compute technologies.

The candidate will lead in engagement with external and internal customers to build, win, and execute programs that support the research and development of digital microelectronics technology. They are expected to leverage their position, reputation, and technical expertise to maintain and expand relationships with government R&D organization such as Department of Commerce, ONR, AFRL, OUSD(R&E), OUSD(A&S), DARPA, etc. Through their internal and external network, the candidate is expected to advance the Digital microelectronics technical and programmatic roadmaps while maintaining alignment across the broader MS&T area.

This job can be hybrid (on-site >=50% of time) or fully on-site.
In this job role, qualified candidates can expect to:
  • Lead relevant research programs of 3-50 people as principal investigator
  • Provide business and execution oversight of programs valued at $1-50M
  • Lead pursuits and proposals
  • Expand and maintain strategic relationships with government agencies, external companies, and other BAE Systems groups and business areas
  • Implement a programmatic strategy to fund technology development
  • Pursue personal and portfolio growth so as to support a broad team of scientists, researchers, and technology developers
  • This position can be based out of our Merrimack, NH; Nashua, NH; Burlington, MA; Lexington, MA; Manassas, VA; or Arlington, VA facilities, though it will require collaboration with staff across our business areas and facilities in the Northeast.
Required Education, Experience, & Skills
The ideal candidate will possess the following:
  • Excellent written and oral communication skills
  • Experience capturing and leading projects within the defense microelectronics community, at the cutting edge of technology
  • Prior experience as principal investigator on DoD R&D programs
  • Track record of technical innovation as evidenced by journal and conference publications or patent filings
  • Demonstrable entrepreneurial drive
  • Experience in at least one of the following areas:
  • Digital Signal Processing
  • AI/ML Hardware Acceleration
  • Digital system architecture
  • Neural networks or neuromorphic engineering
  • In-memory compute processors
  • Ability to obtain clearance at the Secret level or higher
Preferred Education, Experience, & Skills
  • Masters or PhD in electrical engineering or related field
Pay Information
Full-Time Salary Range: $140690 – $239140

Please note: This range is based on our market pay structures. However, individual salaries are determined by a variety of factors including, but not limited to: business considerations, local market conditions, and internal equity, as well as candidate qualifications, such as skills, education, and experience.

Employee Benefits: At BAE Systems, we support our employees in all aspects of their life, including their health and financial well-being. Regular employees scheduled to work 20 hours per week are offered: health, dental, and vision insurance; health savings accounts; a 401(k) savings plan; disability coverage; and life and accident insurance. We also have an employee assistance program, a legal plan, and other perks including discounts on things like home, auto, and pet insurance. Our leave programs include paid time off, paid holidays, as well as other types of leave, including paid parental, military, bereavement, and any applicable federal and state sick leave. Employees may participate in the company recognition program to receive monetary or non-monetary recognition awards. Other incentives may be available based on position level and/or job specifics.

Digital Microelectronics Technology Development Lead
103227BR

EEO Career Site Equal Opportunity Employer. Minorities . females . veterans . individuals with disabilities . sexual orientation . gender identity . gender expression
 
  • Like
  • Fire
Reactions: 13 users

7für7

Regular
Good morning! Wake up Australia!!!!!!!!

1720130348115.gif
 
Last edited:
  • Haha
  • Like
Reactions: 10 users

IloveLamp

Top 20
🤣
1000016805.jpg
1389.gif
 
  • Haha
  • Like
  • Thinking
Reactions: 24 users

overpup

Regular
  • Like
Reactions: 2 users

Bravo

If ARM was an arm, BRN would be its biceps💪!
  • Like
  • Thinking
  • Fire
Reactions: 8 users

buena suerte :-)

BOB Bank of Brainchip
  • Haha
  • Like
  • Fire
Reactions: 11 users

Bravo

If ARM was an arm, BRN would be its biceps💪!

Can the climate survive the insatiable energy demands of the AI arms race?​

New computing infrastructure means big tech is likely to miss emissions targets but they can’t afford to get left behind in a winner takes all market

Dan Milmo, Alex Hern and Jillian Ambrose
Thu 4 Jul 2024 15.00 AEST
Share


The artificial intelligence boom has driven big tech share prices to fresh highs, but at the cost of the sector’s climate aspirations.
Google admitted on Tuesday that the technology is threatening its environmental targets after revealing that datacentres, a key piece of AI infrastructure, had helped increase its greenhouse gas emissions by 48% since 2019. It said “significant uncertainty” around reaching its target of net zero emissions by 2030 – reducing the overall amount of CO2 emissions it is responsible for to zero – included “the uncertainty around the future environmental impact of AI, which is complex and difficult to predict”.

It follows Microsoft, the biggest financial backer of ChatGPT developer OpenAI, admitting that its 2030 net zero “moonshot” might not succeed owing to its AI strategy.
So will tech be able to bring down AI’s environmental cost, or will the industry plough on regardless because the prize of supremacy is so great?

Why does AI pose a threat to tech companies’ green goals?​

Datacentres are a core component of training and operating AI models such as Google’s Gemini or OpenAI’s GPT-4. They contain the sophisticated computing equipment, or servers, that crunch through the vast reams of data underpinning AI systems. They require large amounts of electricity to run, which generates CO2 depending on the energy source, as well as creating “embedded” CO2 from the cost of manufacturing and transporting the necessary equipment.

According to the International Energy Agency, total electricity consumption from datacentres could double from 2022 levels to 1,000 TWh (terawatt hours) in 2026, equivalent to the energy demand of Japan, while research firm SemiAnalysis calculates that AI will result in datacentres using 4.5% of global energy generation by 2030. Water usage is significant too, with one study estimating that AI could account for up to 6.6bn cubic metres of water use by 2027 – nearly two-thirds of England’s annual consumption.

What do experts say about the environmental impact?​

A recent UK government-backed report on AI safety said that the carbon intensity of the energy source used by tech firms is “a key variable” in working out the environmental cost of the technology. It adds, however, that a “significant portion” of AI model training still relies on fossil fuel-powered energy.
Indeed, tech firms are hoovering up renewable energy contracts in an attempt to meet their environmental goals. Amazon, for instance, is the world’s largest corporate purchaser of renewable energy. Some experts argue, though, that this pushes other energy users into fossil fuels because there is not enough clean energy to go round.

“Energy consumption is not just growing, but Google is also struggling to meet this increased demand from sustainable energy sources,” says Alex de Vries, the founder of Digiconomist, a website monitoring the environmental impact of new technologies.

Is there enough renewable energy to go round?​

Global governments plan to triple the world’s renewable energy resources by the end of the decade to cut consumption of fossil fuels in line with climate targets. But the ambitious pledge, agreed at last year’s COP28 climate talks, is already in doubt and experts fear that a sharp increase in energy demand from AI datacentres may push it further out of reach.
The IEA, the world’s energy watchdog, has warned that even though global renewable energy capacity grew by the fastest pace recorded in the past 20 years in 2023, the world may only double its renewable energy by 2030 under current government plans.
The answer to AI’s energy appetite may be for tech companies to invest more heavily in building new renewable energy projects to meet their growing power demand.

 
  • Like
  • Fire
Reactions: 10 users

7für7

Regular
  • Haha
  • Like
Reactions: 6 users
Ultra-processed foods may not only affect our bodies, but our brains too. —such as chips
Ahh so that is why, as I am getting older the missus keeps referring to me a chip for brains. My hearing is getting a lot worse as well.
I think that's what she says!

SC
 
  • Haha
  • Like
Reactions: 13 users
Top Bottom