BRN Discussion Ongoing

[CHIPS]

Today’s post by Lauren Reinerman-Jones from SwRI (Southwest Research Institute) is further evidence that the US Air Force - while currently evaluating Akida - continues to be interested in Loihi:

It has been great sharing the excitement of our work with Air Force personnel in our #SwRI Dayton office. | Lauren Reinerman-Jones

It has been great sharing the excitement of our work with Air Force personnel in our #SwRI Dayton office. One of our partner’s at #Intel came to support #neuromorphic #AI demos to folks from #AFMC711HPW, #AFRLRYZA, #AFRLRST, and #AFLCMCHBY. Thank you to each of the Air Force personnel that took...

www.linkedin.com

View attachment 89919

https://www.linkedin.com/in/lauren-reinerman-jones-081496/

View attachment 89920

View attachment 89921

If the US Government is really going to buy 10% of Intel, this makes sense. The US Air Force must then take a closer look at Loihi 2, but if Akida is much better, they will not be forced to use Loihi 2, I suppose.

 

[CHIPS]

Why spend all that $$$$ when your not going to use what you buy

Buying Intel means securing the semiconductor industry in the US, jobs, reputation, and it is also part of MAGA. The Government always makes such a decision without consulting the parties needing the material. Even Trump wants the best drones, Marine, Air Force etc. He would not settle for less if somebody told him that Akida is better.

And they also cannot wait for years until Loihi 2 is ready for use and tested thoroughly. Akida is already there and tested!

 

[7für7]

GROK says this:

There is currently no publicly available information about a Loihi 3 chip from Intel. The latest data refers to the Loihi 2, introduced in September 2021 as Intel's second-generation neuromorphic research chip. Built on the Intel 4 process (previously known as 7 nm), it supports up to one million neurons and offers significant improvements over the original Loihi, including faster processing, better energy efficiency, and enhanced connectivity options.

Intel is currently focused on advancing and applying Loihi 2, along with its open-source Lava software framework for neuromorphic applications. There are no indications in available sources that a Loihi 3 is in development or has been announced. If you have specific rumors or sources about a potential Loihi 3, please share them for a more targeted response.

Intel's most recent major advancement in this area is the Hala Point system, announced in April 2024, which deploys 1,152 Loihi 2 processors to create the world's largest neuromorphic system with 1.15 billion neurons.

Projections for 2025 suggest Intel plans to integrate Loihi 2 into consumer devices for edge AI applications, but no announcements or details about a Loihi 3 have surfaced in official sources or recent reports.

The company continues to focus on advancing Loihi 2 through research collaborations, the open-source Lava software framework, and systems like Hala Point for sustainable AI.

“Lohida1” I would guess next step…

 

[IloveLamp]

Tata Elxsi Establishes ‘SUZUKI–TATA ELXSI Cloud HIL Center’ to Accelerate Software-Defined Vehicle Programs

Tata Elxsi and Suzuki Motor Corporation inaugurate the SUZUKI–TATA ELXSI Cloud HIL Center in Trivandrum, India. This state-of-the-art facility is Suzuki’s first full-vehicle cloud-enabled Hardware-in-the-Loop (HIL) validation center, marking a significant milestone in the Tata Elxsi–Suzuki...

eu1.hubs.ly

 

[Galaxycar]

Sorry can’t help myself, with the shorts now above my 3.4% prediction, I’m left asking myself wtf do they know or have found out in the last two weeks that has caused this short attack, we know the half yearly is out next week,but not expecting anything we don’t already know, short graph goin straight up in the air soon will be back to there all time high. Has management gave them the nod again ie will sell 50 million share to sophisticated investors (aka shorters)to pull them out of the shit selling shareholders out again. Just seems strange it’s like they are betting Hehir to fail again in his 9million prediction this year. They seem to know there is a catalyst coming that will drive the shareprice at least below $0.14. Hmmmmmmmmmmm

 

[Galaxycar]

Sorry for not waiting till Christmas but this is worth asking, has someone got wind that Hehir may be gettin the arse or there is discontent finally being aired by the board. This is a question! Just trying to nut it out. They would,nt go this hard on nothing.

 

[JB49]

 

[The Pope]

Sorry can’t help myself, with the shorts now above my 3.4% prediction, I’m left asking myself wtf do they know or have found out in the last two weeks that has caused this short attack, we know the half yearly is out next week,but not expecting anything we don’t already know, short graph goin straight up in the air soon will be back to there all time high. Has management gave them the nod again ie will sell 50 million share to sophisticated investors (aka shorters)to pull them out of the shit selling shareholders out again. Just seems strange it’s like they are betting Hehir to fail again in his 9million prediction this year. They seem to know there is a catalyst coming that will drive the shareprice at least below $0.14. Hmmmmmmmmmmm

You promised not to post anything else until Xmas 25. Lmfao

 

[The Pope]

Sorry for not waiting till Christmas but this is worth asking, has someone got wind that Hehir may be gettin the arse or there is discontent finally being aired by the board. This is a question! Just trying to nut it out. They would,nt go this hard on nothing.

Any chance you can be given the arse from TSE. Lol

 

[IloveLamp]

Sorry can’t help myself, with the shorts now above my 3.4% prediction, I’m left asking myself wtf do they know or have found out in the last two weeks that has caused this short attack, we know the half yearly is out next week,but not expecting anything we don’t already know, short graph goin straight up in the air soon will be back to there all time high. Has management gave them the nod again ie will sell 50 million share to sophisticated investors (aka shorters)to pull them out of the shit selling shareholders out again. Just seems strange it’s like they are betting Hehir to fail again in his 9million prediction this year. They seem to know there is a catalyst coming that will drive the shareprice at least below $0.14. Hmmmmmmmmmmm

It's blatantly obvious your post is meant to cause panic selling. Fuck off idiot. Try it on the crapper

 

[IloveLamp]

Akida Exploits Sparsity For Low Power in Neural Networks

In the rapidly evolving field of artificial intelligence, edge computing has become increasingly vital for deploying intelligent systems in real-world...

semiiphub.com

#neuralnetworks #ai #semiip #ipcores #semiconductor #embedded | Semi IP Hub

Article: "Akida Exploits Sparsity For Low Power in Neural Networks" By Douglas McLelland and ali kayyam, BrainChip https://lnkd.in/euqGszu8 In the rapidly evolving field of artificial intelligence, edge computing has become increasingly vital for deploying intelligent systems in real-world...

www.linkedin.com

 

[GazDix]

Wow! That's interesting!!

China decided yesterday in reconsidering Al investment strategy.

99% Al companies do not make money so far.

99% Al revenues go to NVIDIA itself, across the globe.

The Al risk is escalating tremendously.
— — —
A good time to switch to more modern technology!

https://www.linkedin.com/feed/update/urn:li:groupPost:7036558-7364052669256097792

Absolute load of bollocks. 42% of folks know statistics are crap.

 

[Fullmoonfever]

Nice to see UC Santa Cruz include Akida as "key neuromorphic hardware" at a recent workshop.

• Events at UC Santa Cruz
• 
  
• Past Events
• 
  
• AI Workshop: Spiking Neural Networks

AI Workshop: Spiking Neural Networks​

By Professional Development for International Students, Professional Education, Silicon Valley Campus
Sunday, August 17, 2025 12:00am to 3:00am AWST

• The Neuromorphic Landscape: Introduction to key neuromorphic hardware (e.g., Intel Loihi, BrainChip Akida), their architectures, and real-world case studies.

AI Workshop: Spiking Neural Networks

Welcome to our immersive AI technology workshop series. During these sessions you will be introduced to new and established AI tools that will help you create and manipulate content in new and powerful ways. Each session is led by an industry expert who will guide you through the material and...

calendar.ucsc.edu

 

[Fullmoonfever]

Ummmm ok.

TENNs???

@Diogenese ??

If this authors information is correct, I'll take a Siemens relationship and hopefully a contract, though it could be through a partner I guess, any day of the week.

Who knows though.... can't find any substantial confirmation yet.

Smart Contract Formal Verification: Practical Guide

johal.in

Smart Contract Formal Verification: Practical Guide​

ANKUSH CHOUDHARY​

17 Aug 2025 — 9 min read
As blockchain penetrates critical infrastructure sectors, 2025 has witnessed catastrophic smart contract failures causing $1.2B+ in losses - making formal verification transition from academic luxury to operational necessity for any production system handling digital assets or automated decisions.

Core Insights​

• Neuromorphic co-processors accelerate verification runtime by 5.7x through parallel proof execution
• Quantum-resistant cryptographic proofs now required for all financial smart contracts
• EU AI Act Article 22 mandates formal verification for autonomous transaction systems
• Generative adversarial networks synthesize edge-case contract scenarios undetectable by traditional testing
• 2025 benchmark: 94% reduction in vulnerabilities when using model checking pre-deployment

Implementation Framework​

Modern verification stacks integrate three critical layers: symbolic execution engines for path exploration, temporal logic model checkers for property validation, and equivalence checkers for compiler output consistency. The 2025 reference architecture employs NVIDIA's cuVerify SDK leveraging GPU-accelerated SMT solvers alongside OpenAI's VeriGen for adversarial test generation. Crucially, neuromorphic co-processing units now handle state explosion problems through spiking neural networks that prune irrelevant execution paths in real-time.

Python
Copy
Formal verification pipeline with neuromorphic acceleration
from formal_verify_2025 import SymbolicEngine, NeuromorphicOptimizer
from eu_compliance import Article22Auditor

def verify_contract(contract_bytecode):
Initialize neuromorphic path optimizer
nopt = NeuromorphicOptimizer(cores=8, topology="sparse")

Symbolic execution with quantum-resistant constraints
engine = SymbolicEngine(
bytecode=contract_bytecode,
optimizers=[nopt],
crypto_standard="CRYSTALS-Kyber"
)

EU compliance pre-check
if not Article22Auditor.validate(engine):
raise ComplianceError("EU AI Act Article 22 requirements not met")

Generate proof certificates
return engine.verify(
properties="safety_properties.spec",
timeout=300 seconds
)

3.8xfaster verification cycles vs. 2024 toolchains (IEEE Security 2025)

Real-World Deployment: Siemens' Industrial Smart Contracts for Energy Grids​

Facing critical infrastructure vulnerabilities in their blockchain-based energy trading platform, Siemens implemented a formal verification pipeline after a 2024 exploit drained 12,000 MWh of power credits. Their solution integrated Cadence's Temporal Logic Verifier with custom neuromorphic hardware from BrainChip, reducing state space analysis from 48 hours to 11 minutes. The system now automatically generates mathematical proofs for all contract upgrades before grid deployment.

CASE STUDY
Energy Grid Smart Contract Verification Metrics
Siemens implemented formal verification for 142 critical contracts:

• Prevented 3 zero-day exploits during deployment
• Reduced audit costs by 67%
• Achieved EU regulatory compliance 4 months ahead of deadline

Implementation Results​

• Verification throughput: 12 contracts/hour
• False positive rate: 0.3%
• Critical bug detection: 100% of known vulnerability classes

Interestingly @7für7 posted the other day that a Global Sales Exec from Siemens EDA commented on the BRN LinkedIn post re Akida Cloud.

BRN Discussion Ongoing

Looking to accelerate your AI development and dive into cutting-edge neuromorphic technology? Join us for an exclusive webinar on our new BrainChip Developer Akida Cloud, a new cloud-based platform providing instant, hardware-free access to our next-generation Akida™ technology. Akida Cloud...

thestockexchange.com.au

 

[Frangipani]

#gsa #whereleadersmeet #semiconductor #technology #ai #globalcollaboration | Global Semiconductor Alliance

💥ONE MONTH💥 until we return to the Rosewood Sandhill for the prestigious U.S. Executive Forum. This year’s theme, Silicon Sovereignty – Charting the Future of the Industry, has been carefully curated to address today’s most pressing challenges and opportunities. Our powerhouse speaker lineup...

www.linkedin.com

Upcoming Events – GSA Events

www.gsaglobal.org

 

[Krustor]

Sorry can’t help myself, with the shorts now above my 3.4% prediction, I’m left asking myself wtf do they know or have found out in the last two weeks that has caused this short attack, we know the half yearly is out next week,but not expecting anything we don’t already know, short graph goin straight up in the air soon will be back to there all time high. Has management gave them the nod again ie will sell 50 million share to sophisticated investors (aka shorters)to pull them out of the shit selling shareholders out again. Just seems strange it’s like they are betting Hehir to fail again in his 9million prediction this year. They seem to know there is a catalyst coming that will drive the shareprice at least below $0.14. Hmmmmmmmmmmm

 

[Pom down under]

Sorry can’t help myself, with the shorts now above my 3.4% prediction, I’m left asking myself wtf do they know or have found out in the last two weeks that has caused this short attack, we know the half yearly is out next week,but not expecting anything we don’t already know, short graph goin straight up in the air soon will be back to there all time high. Has management gave them the nod again ie will sell 50 million share to sophisticated investors (aka shorters)to pull them out of the shit selling shareholders out again. Just seems strange it’s like they are betting Hehir to fail again in his 9million prediction this year. They seem to know there is a catalyst coming that will drive the shareprice at least below $0.14. Hmmmmmmmmmmm

 

[itsol4605]

Why not use the Akida 2.0 chip in the cloud?

The Neuromorphic Developer principle is simple and it does not exist at the moment... (👺 rant not rant): * You go online, you order some "CPU" and then you write programs that run on it, well..… | Neuromorphicism

The Neuromorphic Developer principle is simple and it does not exist at the moment... (👺 rant not rant): * You go online, you order some "CPU" and then you write programs that run on it, well... you can't do that right now with Neuromorphic Computing (it is not that simple at least) but you can...

www.linkedin.com

 

[yogi]

GenX320 is the world’s smallest and most power-efficient event-based vision sensor to date – unlocking new possibilities in intelligent, autonomous, and privacy-conscious embedded vision.

At a compact 3×4mm size, it’s engineered for use cases where every millimeter and microwatt counts.

It features <150µs pixel latency, 320×320 resolution, high dynamic range, and embedded functions including Anti-flicker filtering (AFK), Event-rate Controller (ERC), and Spatio-temporal Contrast filter (STC).

GenX320 is designed for AR/VR/MR eye tracking and gesture recognition, IoT AI on the edge and always-on cameras, drone detection and tracking, healthcare privacy cameras, wearables, and smart home applications – enabling high performance in ultra-constrained environments.

Step inside the world of GenX320: https://lnkd.in/eC3akEGD

#genx320 #eventbasedvision #smartglasses #edgeai #wearables #arvr #smartsensors | PROPHESEE

🚀 GenX320 is the world’s smallest and most power-efficient event-based vision sensor to date – unlocking new possibilities in intelligent, autonomous, and privacy-conscious embedded vision. At a compact 3×4mm size, it’s engineered for use cases where every millimeter and microwatt counts. 💡 It...

www.linkedin.com

PROPHESEE​

12,603 followers

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PROPHESEEPROPHESEE 12,603 followers12,603 followers 5h •
5 hours ago • Visible to anyone on or off LinkedIn




GenX320 is the world’s smallest and most power-efficient event-based vision sensor to date – unlocking new possibilities in intelligent, autonomous, and privacy-conscious embedded vision.

At a compact 3×4mm size, it’s engineered for use cases where every millimeter and microwatt counts.

It features <150µs pixel latency, 320×320 resolution, high dynamic range, and embedded functions including Anti-flicker filtering (AFK), Event-rate Controller (ERC), and Spatio-temporal Contrast filter (STC).

GenX320 is designed for AR/VR/MR eye tracking and gesture recognition, IoT AI on the edge and always-on cameras, drone detection and tracking, healthcare privacy cameras, wearables, and smart home applications – enabling high performance in ultra-constrained environments.

Step inside the world of GenX320: https://lnkd.in/eC3akEGD

hashtag#GenX320 hashtag#EventBasedVision hashtag#SmartGlasses hashtag#EdgeAI hashtag#Wearables hashtag#ARVR hashtag#SmartSensors

 

[smoothsailing18]

GenX320 is the world’s smallest and most power-efficient event-based vision sensor to date – unlocking new possibilities in intelligent, autonomous, and privacy-conscious embedded vision.

At a compact 3×4mm size, it’s engineered for use cases where every millimeter and microwatt counts.

It features <150µs pixel latency, 320×320 resolution, high dynamic range, and embedded functions including Anti-flicker filtering (AFK), Event-rate Controller (ERC), and Spatio-temporal Contrast filter (STC).

GenX320 is designed for AR/VR/MR eye tracking and gesture recognition, IoT AI on the edge and always-on cameras, drone detection and tracking, healthcare privacy cameras, wearables, and smart home applications – enabling high performance in ultra-constrained environments.

Step inside the world of GenX320: https://lnkd.in/eC3akEGD

#genx320 #eventbasedvision #smartglasses #edgeai #wearables #arvr #smartsensors | PROPHESEE

🚀 GenX320 is the world’s smallest and most power-efficient event-based vision sensor to date – unlocking new possibilities in intelligent, autonomous, and privacy-conscious embedded vision. At a compact 3×4mm size, it’s engineered for use cases where every millimeter and microwatt counts. 💡 It...

www.linkedin.com

PROPHESEE​

12,603 followers

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Feed post number 1​

PROPHESEEPROPHESEE 12,603 followers12,603 followers 5h •
5 hours ago • Visible to anyone on or off LinkedIn




GenX320 is the world’s smallest and most power-efficient event-based vision sensor to date – unlocking new possibilities in intelligent, autonomous, and privacy-conscious embedded vision.

At a compact 3×4mm size, it’s engineered for use cases where every millimeter and microwatt counts.

It features <150µs pixel latency, 320×320 resolution, high dynamic range, and embedded functions including Anti-flicker filtering (AFK), Event-rate Controller (ERC), and Spatio-temporal Contrast filter (STC).

GenX320 is designed for AR/VR/MR eye tracking and gesture recognition, IoT AI on the edge and always-on cameras, drone detection and tracking, healthcare privacy cameras, wearables, and smart home applications – enabling high performance in ultra-constrained environments.

Step inside the world of GenX320: https://lnkd.in/eC3akEGD

hashtag#GenX320 hashtag#EventBasedVision hashtag#SmartGlasses hashtag#EdgeAI hashtag#Wearables hashtag#ARVR hashtag#SmartSensors

Go brainchip