AusEire
Founding Member.
Especially given the attitude towards ironing stuff in these forumsFor Christ Sake,
Tuck your shirt in and iron those bloody pants!!!!

Especially given the attitude towards ironing stuff in these forumsFor Christ Sake,
Tuck your shirt in and iron those bloody pants!!!!
Straight from the lunch roomFor Christ Sake,
Tuck your shirt in and iron those bloody pants!!!!
Would be nice to get a Patent acceptance tomorrow and watch a few more rats scurrying for the exits.Can someone ask Dolci, for one of her charts?..
It's showing an upward flatness.Can someone ask Dolci, for one of her charts?..
I think that's what Dolci calls a horrivertical.It's showing an upward flatness.
Ahh you beat me to it @Pom down under... Bastard.Can someone ask Dolci, for one of her charts?..
Based on the crapper late today. If you believe Dolci then she has sold all shares in BRN. There is some interesting but good news. Dolci shouldnât need to post anymore on BRN. Fingers crossed anyway.I think that's what Dolci calls a horrivertical.
She said it's going down downCan someone ask Dolci, for one of her charts?..
We have ways of "cleaning the slate" so to speak...If we get other speeding ticket, do we have enough points to lose our licence?
Further to my above post the Edge box for Cyber security specifically says in the pic that it contains the M.2 card.Probably already said but now we know why the M.2 card was developed.
View attachment 76514![]()
LeadGen CyberSecurity
The prominent need for Cybersecurity in todayâs connected world Cyber threats are on the rise, growing in both frequency and complexity, resulting in greater costs and disruptions for companies and organizations globally. The network connection has two key points of focus for protection: the...brainchip.com
THIS IS AI GENERATED!!!!! I WAS THE CAMERA!!!!!Good afternoon/evening/morning, wherever you are based around the globe.
Looks like a thermal is forming, I detect some upward pressure, news flow is rather steady as we head into next week,
where our 4C and 4th Quarter Figures from 2024 will be released to the market, as mentioned I expect an improvement
from the last report, but nothing major.
I've been too busy today and haven't even watched the Podcast, but noticed the share price late this afternoon here in NZ,
nice work loyal shareholders, hold strong, you hold a winners ticket in the medium/long term in my opinion.
No point in asking how Steve carried himself in this mornings Podcast, I'm sure he represented us brilliantly !!
There seems to be quite a bit of talk about takeovers, I'll stick to my, within the next 3 years comment as we need to clear
a few more waypoints, so to speak, BUT, I wouldn't be at all surprised if our Board has been approached already in informal
conversations about what our future plans/directions are, and because no formal (material) offer has been tabled, the Board
is under no legal obligation to advertise the fact to the shareholder base, happy to be corrected by any poster who knows
otherwise.
This photo is one of my proudest moments, getting to see our AKD 1000 first run NSoC here in Perth, Australia with our founder,
Peter, a truly blessed moment in time in my life....I have never, ever given up the belief that, the dream will not succeed, stay strong
shareholders, Peter and Anil's dream is right on track (and the institutions) know it !
View attachment 76502
Thank you for sharing!Below is a concise summary of the press release, highlighting key points and explaining how it relates to a cybersecurity device co-located with each network interface (NIC):
Press Release Summary
- Companies & Partners
- BrainChip Holdings Ltd: Described as the worldâs first commercial producer of ultra-low power, fully digital, event-based (âneuromorphicâ) AI.
- Quantum Ventura: Developed the CyberNeuro-RT (CNRT) technology in partnership with Lockheed Martinâs MFC Division and Pennsylvania State University.
- Funding: Partial funding provided by the U.S. Department of Energy under the SBIR program.
- Technology & Use Case
- CyberNeuro-RT (CNRT): A solution to protect WiFi access points, home routers, small enterprise routers, and other network access devices where full-scale centralized security is impractical (due to cost, bandwidth, or power constraints).
- Integration of BrainChipâs Akida Processor: Akida provides on-device, ultra-low-power AI capabilities to detect and learn network-specific cyberattacks.
- Neuromorphic Edge AI:
- Enables on-chip (in-situ) learning of normal versus abnormal traffic patterns.
- Minimizes power consumption (much lower than GPUs), essential for edge devices.
- Reduces reliance on cloud-based or central servers for updates, since Akida can adapt locally to evolving attack signatures.
- Value Proposition
- Local Threat Detection: Because Akida can learn in real time, it identifies unknown patterns that deviate from normal network trafficâi.e., novel malware or exploit attempts.
- Ultra-Low Power & Small Form Factor: Ideal for battery-operated, fanless, or otherwise resource-constrained devices (like small home routers or IoT gateways).
- Incremental Learning: Akidaâs architecture supports continuous updates without retraining the entire model offsite, which is critical for real-world and evolving threats.
- Quotable Insight
- Srini Vasan (CEO of Quantum Ventura) describes CNRT as âthe only game in townâ for managed cybersecurity support of devices that cannot rely on centralized server-based defenses.
Relation to âCo-Located with Each NICâ
- Device-Level Security:
- The press release implies this cybersecurity solution (CNRT + Akida) runs at or near each network access point (e.g., home router, WiFi access point).
- In practical terms, if your product is âco-located with each NIC,â this press release shows how Akidaâs neuromorphic AI can be embedded or paired at the edge interface level.
- Ultra-Low Power, Embedded Approach:
- Traditional, high-power security solutions (like GPU-based intrusion detection) cannot be installed individually on every port or router.
- Neuromorphic AI (like Akida) fits the âper NICâ concept by being extremely compact and requiring minimal power, thus making it possible to deploy at many endpoints that previously could not host such technology.
- Immediate Detection & Localized Learning:
- When the cybersecurity module is physically adjacent to the NIC or integrated into the router, abnormal traffic flows can be spotted immediately.
- This local presence allows for near real-time detection of zero-day attacks without waiting for cloud updates.
Why It Matters
- Edge Growth: With billions of IoT devices connecting over WiFi, cellular, and home/enterprise routers, having a practical per-port or per-device cybersecurity layer addresses a massive threat surface.
- Scalability: A small, low-power neuromorphic chip like Akida offers scalable protection without the overhead of large centralized systemsâkey for widespread deployment.
- Evolving Threat Landscape: Attackers continuously modify exploits. On-chip/in-line learning helps keep pace without requiring every router to communicate with a central, high-power server.
Final Takeaway
This press release underscores the feasibility of deploying neuromorphic AI directly at each network interfaceâprecisely the concept of âco-locatingâ security with the NIC. BrainChipâs Akida processor, used in Quantum Venturaâs CNRT solution, exemplifies how edge-based, ultra-low-power AI can protect network devices from emerging cyber threats by learning in real time and adapting on the spot.
Below is an updated view of the U.S. market size and device counts specifically focused on WiFi access points, home routers, small enterprise routers, and similar network access devices. Since the press release targets âWiFi access, home router, small enterprise routers, and other network access devices,â these estimates emphasize that subset of the broader network infrastructure.
As with any market sizing, no single public source tracks every device. The following figures combine publicly reported data (e.g., broadband adoption, small business counts) with typical assumptions about device ownership or usage.
1. Overview of Key Segments
A. Consumer/Home Routers & WiFi Access Points
- U.S. Households: ~130 million total (U.S. Census).
- Broadband Penetration: ~90% of households have home broadband.
- Estimated Home Routers: 110â120 million installed (some households rely on ISP-provided modems/routers, while others purchase separate devices).
- Typical Device NIC Configuration: A consumer router often has 1 WAN port, 4 LAN ports, and integrated WiFi radios. If you are counting physical Ethernet NICs, that can be 5+ ports per router, plus the WiFi interfaces.
B. Small Enterprise Routers
- U.S. Small Businesses: ~32 million total (SBA data), of which ~6 million have paid employees. Most rely on at least one router/firewall device.
- Estimated Small Enterprise Routers: 10â15 million active devices (some businesses have multiple sites; others use combined router/switch/firewall appliances).
C. âOther Network Access Devicesâ (WiFi Hotspots, Range Extenders, Guest Networks)
(Note: This category sometimes overlaps with the âhome routerâ segment if a device doubles as a router/access point.)
- Hotspots & Range Extenders: Millions of such units are sold each year, mainly to enhance existing home or small-business WiFi coverage.
- Estimated Installed Base: 30â40 million (roughly) across the U.S., counting both consumer and SMB usage. Many are replaced or upgraded every 2â3 years.
- NIC Configuration: Often 1 Ethernet port + WiFi radio(s).
2. Consolidated Table: U.S. Market for Home & Small Business Network Access Devices
Totals
- Installed Base of âNetwork Access Devicesâ (home + small biz + extenders): ~150â175 million devices in the U.S.
- Potential NIC Count: Each device can have multiple physical Ethernet ports plus WiFi radios; a very rough estimate is 300â600 million discrete âNIC interfacesâ across these device categories.
3. Market Value Indicators
While the press release highlights device-level protection, some organizations track market value rather than installed units. For reference:
- Home / Consumer WiFi Router Market (U.S.): Often cited at $2â3 billion annually (subset of a global market of $9+ billion).
- Small Business Router/Firewall Segment (U.S.): Part of an overall $15â20 billion enterprise networking market, though that includes larger routers/switches.
- Growth Trend: Upgrades to WiFi 6/6E and upcoming WiFi 7, plus new broadband subscribers, continue to drive replacement cycles.
4. Key Assumptions and Caveats
- Overlap with ISP Equipment: Many households use an ISP-provided gateway. We count these as home routers, even if theyâre integrated modem/router/WiFi combos.
- Multi-Site Businesses: A small company with multiple branches might have multiple routers. Conversely, some micro-businesses (home-based) might only use a consumer router.
- NIC Definition: If youâre counting physical Ethernet ports + wireless radios as discrete NICs, the total can vary widely by device model.
- Replacement Cycles: Consumer WiFi routers are often replaced every 3â5 years. Small enterprise gear can have slightly longer refresh cycles.
- Exact Figures: No single authoritative public source reports a real-time tally of ârouter + NICâ counts. The ranges above reflect triangulations from broadband adoption, small business counts, and industry shipment data.
Final Takeaway
- Device Count: 150â175 million home and small enterprise ânetwork access devicesâ in the U.S. is a reasonable ballpark.
- NIC Count: If your solution physically sits at each interface (wired or wireless), the total number of NICs across these devices can easily reach 300â600+ million.
- Market Potential: Given continuous growth and replacement cycles, annual shipments number in the tens of millions, supporting a robust ongoing market for edge-based cybersecurity solutions such as the one described in the press release (CNRT with BrainChipâs Akida).