BRN Discussion Ongoing

[White Horse]

Hope this works. Up till recently you had to go to linkedIn to play. Note the voice he used.
https://kevindjohnson.org/videos/RAGTrustPipeline.mp4

 

[manny100]

That was a great post by Kevin Johnson.
Quadric proved their chip is a computer that can also run neural networks, ie it can run DOOM.
But Kevin had AKIDA playing 50 games at the same time - amazing.
This is a neuromorphic achievement.
Kevin proved that spiking neural nets can also play DOOM, 50 copies at once, at scale, and on hardware that was purpose-built for inference alone.
Symphony manages the “hive mind” of Akida chips playing 50 games simultaneously. AKIDA using perception and decision making.
Kevin is showing how powerful these chips are and how Symphony can manage them.
This all goes well for the future of AI, robotics, and autonomy.

Just for clarification it appears that an AKIDA/Quadric/Symphony combination would likely come together initially in the form of a type of Edge box for robotics and other mobile assets - if it ever does. Maybe later as chiplets?
Its an exciting concept.

 

[Ybbs]

This is just my personal opinion!

I’ve marked the next targets to break out of the triangle in red. All on the daily chart. The rising green trendline remains active as long as the price doesn’t sustainably fall below 0.125 after the mid-April high. The important 200-day moving average is also waiting at 0.18. So there’s still a lot to do here. I’m hoping for some volume to support this. At some point, I also expect a larger correction. But we’re still a long way from that. Any other thoughts on this? Bring them on!

 

[manny100]

That's dot joining at the outer edge and more guessing than facts, doubt you can find actually facts proving your statement. I been looking and nil hits?

Megachips partnered with both companies in May 2022, and they bought an IP license from BRN as well, but it's been quiet from them since.

We have covered this extensively via posing a month or more ago.
There is no dot joining - you just omitted the self research element before posting/guessing/doubting.
The Nara Institute of science and technology and Megachips co wrote this Robotics paper 23rd August 2024.
See quote below from the paper. AKIDA is involved.
Basically the paper says Akida delivers ultra‑low‑power, event‑driven, on‑device intelligence with the ability to learn and adapt — making it ideal for IoT, robotics, metering, and edge autonomy.
It would be impossible for Megachips to evaluate the results carefully, reject AKIDA, source another chip (time consuming on its own), go through at least 18 months of testing, package it and fit it into a robot for Showroom demonstrations (which they did) from September 2025 all in 13 months.

https://arxiv.org/pdf/2408.13018

"This section describes the construction of the proposed framework shown in Fig. 2. We utilized a desktop PC equipped with a GPU (Nvidia RTX3090) for updating the policies and an Akida Neural Processor SoC as a neurochip [9, 12]. The robot was controlled by the policies implemented in the neurochip. SNNs were implemented to the neurochip by a conversion executed by the MetaTF of Akida that converts the software [9, 12]. Samples were collected by the SNN policies in both the simulation tasks and the real-robot tasks since the target task is neurochip-driven robot control. For learning, the GPU updates the poli cies based on the collected samples in the real-robot environment. Concerning the SNN structure, the quantization of weights ws described in Eq. (16) and the calculation accuracy of the activation functions described in Eq. (17) are verified in a range from 2- to 8-bits; they are the implementation constraints of the neurochip [9]."

 

[Bravo]

This is just my personal opinion!

I’ve marked the next targets to break out of the triangle in red. All on the daily chart. The rising green trendline remains active as long as the price doesn’t sustainably fall below 0.125 after the mid-April high. The important 200-day moving average is also waiting at 0.18. So there’s still a lot to do here. I’m hoping for some volume to support this. At some point, I also expect a larger correction. But we’re still a long way from that. Any other thoughts on this? Bring them on!

Here’s my immediate thought.

 

[Diogenese]

Establishing a secure connection ...

View attachment 96751






Wilmington, DE, USA, 1st April 2026 - The global neuromorphic chip market is valued at USD 42.6 million in 2025 and is projected to reach approximately USD 8,136.3 million by 2035, expanding at a remarkable CAGR of 69.1% during the forecast period (2025-2035). The market is being shaped by the rising demand for energy-efficient artificial intelligence (AI) hardware, increasing adoption of edge computing, and the need for real-time data processing across connected devices. Neuromorphic chips, designed to mimic human brain functions, are gaining traction due to their ability to deliver low-latency, event-driven computing with minimal power consumption.

The evolution of AI-driven ecosystems is further accelerating demand for neuromorphic chips, particularly in consumer electronics, healthcare, robotics, and autonomous systems. As industries shift toward decentralized computing, these chips are becoming essential for enabling on-device intelligence, reduced cloud dependency, and enhanced privacy. Advancements such as Intel's Loihi 2, IBM's NorthPole chip, and BrainChip's Akida processor are redefining performance benchmarks, making neuromorphic computing a transformative force in next-generation AI infrastructure.

Get Sample copy of the Report: https://marketgenics.co/download-report-sample/neuromorphic-chip-market-62622

Key Findings of the Neuromorphic Chip Market Report:

• Incremental opportunity of approximately USD 8,093.7 million by 2035

• Consumer electronics segment accounts for approximately 42% of the global market share

• North America accounts for over 63.5% of the global market share in 2025

• Top five players account for over 55% of total market share

Analyst Viewpoint:

The neuromorphic chip market is transitioning from an experimental computing paradigm to a core enabler of next-generation artificial intelligence systems. As demand for real-time, low-power AI processing increases, neuromorphic architectures offer a scalable alternative to traditional GPUs and CPUs. The convergence of edge AI, autonomous systems, and intelligent sensors is significantly expanding the market's addressable scope. Companies that successfully integrate hardware innovation with developer ecosystems and software platforms will be best positioned to lead in this rapidly evolving landscape.

Segmental Insights & Growth Anchors:

Consumer Electronics (~42% Market Share) Driving Demand

The consumer electronics segment dominates the global neuromorphic chip market, accounting for approximately 42% of the market share in 2025. This dominance is driven by increasing demand for real-time, energy-efficient processing in compact devices such as smartphones, wearables, and smart home systems. Neuromorphic chips enable faster decision-making, reduced latency, and improved battery efficiency, making them ideal for always-on AI applications. Their integration into edge devices is transforming consumer electronics into intelligent, responsive systems capable of advanced functionalities.

North America (63.5% Market Share) Leading Global Expansion

North America leads the global neuromorphic chip market, accounting for approximately 63.5% of the total market share in 2025, with a market value of USD 27.1 million. The region's dominance is driven by strong investments in AI research, strategic collaborations, and government-backed innovation initiatives. Developments such as BrainChip's collaboration with the U.S. Air Force Research Laboratory and deployment of advanced neuromorphic systems like SpiNNaker2 highlight the region's leadership in scaling brain-inspired computing technologies.

Competitive Landscape & Key Players

Top Companies in the Neuromorphic Chip Market (2025)

• BrainChip Holdings Ltd.
• Intel Corporation
• IBM Corporation
• NVIDIA Corporation
• Qualcomm Technologies

The global neuromorphic chip market is moderately consolidated, with the top five players accounting for over 55% of the market share. Companies are focusing on ultra-low power AI chips, edge computing solutions, and integrated software ecosystems to strengthen their competitive positioning.

Recent Developments and Strategic Direction:

• In September 2025, BrainChip Holdings Ltd. launched the Akida Cloud platform, enabling developers to accelerate neuromorphic model development through cloud-based access
️️️️️
• In May 2024, Honda Motor Company partnered with IBM Corporation to advance neuromorphic and chiplet technologies for software-defined vehicles (SDVs)

Neuromorphic Chip Market Opportunity:

Expansion in Edge AI and Autonomous Systems

The global neuromorphic chip market is expected to create a total forecasting opportunity of approximately USD 8,093.7 million by 2035, driven by increasing deployment in edge AI devices, autonomous robotics, and smart sensors. Neuromorphic chips enable real-time processing, energy efficiency, and adaptive learning, making them ideal for applications requiring continuous operation and minimal power consumption.

Neuromorphic Chip Market Trends & Innovations:

Brain-Inspired Computing Architectures

The market is witnessing a shift toward spiking neural networks and brain-inspired architectures, enabling adaptive learning and real-time decision-making in AI systems.

Ultra-Low Power Edge AI Processing

Neuromorphic chips are increasingly designed for low-power, on-device computation, reducing reliance on cloud infrastructure and improving efficiency.

Nvidia had $215B revenue in 2025.

Even if we accept the starting point of $42M sales for neuromorphic in 2025, I think that their estimate of $8B in 10 years is way too low. That said, I don't know how they've calculated their forecast, and I have no expertise in forecasting, but a simple comparison with Nvidia, along with our knowledge of the technical advantages of Akida leads me to guess that the market will be more than 10 times their estimate in 10 years, and that's a conservative guess.

We know that Akida performs better than Jetson and the power squeeze alone will mandate neuromorphic not only for the edge, but all the way up the rainbow to the cloud. Of course there will be competition. Loihi 2 has a lot of weight behind it, but can a dinosaur like Intel really change its spots or will neuromorphic be their Cretaceous asteroid?

Kevin has also opened up new vistas for Akida to conquer. potentially dragging the IBM mammoth out of the tar pit.