BRN Discussion Ongoing

[Rise from the ashes]

Akida 2nd Generation | Nandan Nayampally

Pretty big moment for BrainChip , and yet, just another step on our path to enabling the rapid growth in the #AIoT market. The 2nd generation #Akida platform builds on the fully digital, event-based #neuromorphic foundation and adds some very key ingredients like #VisionTransformers, very...

www.linkedin.com

Anyone know what EW stands for?

 

[Fullmoonfever]

Akida 2nd Generation | Nandan Nayampally

Pretty big moment for BrainChip , and yet, just another step on our path to enabling the rapid growth in the #AIoT market. The 2nd generation #Akida platform builds on the fully digital, event-based #neuromorphic foundation and adds some very key ingredients like #VisionTransformers, very...

www.linkedin.com

Anyone know what EW stands for?
View attachment 31628

Embedded World?

 

[JoMo68]

Has anyone seen this yet?

Mind-Boggling Neuromorphic Brain Chips (Part 1)

I can’t help myself. I keep thinking about the 1961 musical Stop the World—I Want to Get Off. After opening in Manchester, England, the show transferred to the West End, London, where it ran for 48…

www.eejournal.com

Just makes you realise what uninformed ‘tools’ our local commentators (aka WANCA’s and Fools) are.

 

[Rise from the ashes]

Embedded World?

Elementary Watson . I think you got it.

 

[Fullmoonfever]

Another potential with the addition of VIT to Akida, coupled with all our other advanced bells n whistles

Vision Transformers for Vein Biometric Recognition
January 2023

IEEE Access PP(99):1-1
DOI:10.1109/ACCESS.2023.3252009
LicenseCC BY-NC-ND 4.0
Authors:
Raul Garcia-Martin
University Carlos III de Madrid
Raul Sanchez-Reillo
University Carlos III de Madrid

In October 2020, Google researchers present a promising Deep Learning architecture paradigm for Computer Vision that outperforms the already standard Convolutional Neural Networks (CNNs) on multiple image recognition state-of-the-art datasets: Vision Transformers (ViTs).

Based on the self-attention concept inherited from Natural Language Processing (NLP), this new structure surpasses the CNN image classification task on ImageNet, CIFAR-100, and VTAB, among others, when it is fine-tuned (Transfer Leaning) after a previous pre-training on larger datasets. In this work, we confirm this theory and move one step further over the CNN structures applied for Vascular Biometric Recognition (VBR): to the best of our knowledge, we introduce for the first time multiple pure pre-trained and fine-tuned Vision Transformers in this evolving biometric modality to address the challenge of the limited number of samples in VBR datasets.

For this purpose, the ViTs have been trained to extract unique image features on the ImageNet-1k and ImageNet-21k and then fine-tuned for the four main existing VBR variants, i.e., finger, palm, hand dorsal, and wrist vein areas. Fourteen existing vascular datasets have been used to perform the vein identification task in the four previously mentioned modalities, based on the True-Positive Identification Rate (TPIR) and 75-25% train-test sets obtaining the following results: HKPU (99.52%), and FV-USM (99.1%); Vera (99.39%), and CASIA (96.00%); Bosphorus (99.86%); PUT-wrist (99.67%), and UC3M-CV1+CV2 (99.67%).

Furthermore, we introduce UC3M-CV3: a hygienic contactless wrist database collected on smartphones and consisting of 5400 images from 100 different subjects. The promising results show the Vision Transformer’s versatility in VBR under Transfer Learning and reinforce this new Neural Network architecture paradigm.

https://www.researchgate.net/publication/368999868_Vision_Transformers_for_Vein_Biometric_Recognition

 

[stockduck]

Today I stumbled in the www over lot of Spike for GPT....

SpikeGPT: researcher releases code for largest-ever spiking neural network for language generation

Assistant Professor of Electrical and Computer Engineering Jason Eshraghian and two students recently released the open-sourced code for the largest language-generating spiking neural network ever, named SpikeGPT.

news.ucsc.edu

SpikeGPT: researcher releases code for largest-ever spiking neural network for language generation​

March 07, 2023
".......
However, this transition will require the development of brain-inspired hardware, which is a significant investment. Eshraghian hopes to work with a hardware company such as Intel to host these models, which would allow him to further demonstrate the energy-saving benefits of his SNN.
......"

SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

As the size of large language models continue to scale, so does the computational resources required to run it. Spiking Neural Networks (SNNs) have emerged as an energy-efficient approach to deep learning that leverage sparse and event-driven activations to reduce the computational overhead...

arxiv.org

Introducing SpikeGPT: UCSC & Kuaishou’s LLM With Spiking Neural Networks Slashes Language Generation Costs | Synced

While the power and performance of today’s large language models (LLMs) are beyond anything previously seen from AI, so too are their massive computational requirements. Spiking neural networks (SNNs) — which only transmit relevant information when a neuron’s threshold is met — have emerged as...

syncedreview.com

....Kuaishou Technology..... ????
Maybe someone is more keen on than me?

 

[Vladsblood]

Hi ya
I have a question
Maybe not a great question but anyway.
What would happen to my shares if we were to be listed on the Nasdaq
Do we become dual listed or only on the nasdaq??

Hi Food4 thought , we can still be dual listed. Once on Nasdaq we would need to begin splitting our shares example would be maybe 3/1 share so your holding increase three fold or more if say its5/1 split. Hope this helps you out. Vlad

 

[Deleted member 118]

BrainChip Readies 2nd Gen Platform For Power-Efficient Edge AI

What customers are looking for is proven AI tech that can run under a watt, and that they can add to a microcontroller for on-board processing.

www.forbes.com

 

[FrederikSchack]

 

[FrederikSchack]

TENN Trademark:

TENN - Brainchip, Inc. Trademark Registration

Trademark registration by Brainchip, Inc. for the trademark TENN.

uspto.report

 

[Fact Finder]

Akida 2nd Generation | Nandan Nayampally

Pretty big moment for BrainChip , and yet, just another step on our path to enabling the rapid growth in the #AIoT market. The 2nd generation #Akida platform builds on the fully digital, event-based #neuromorphic foundation and adds some very key ingredients like #VisionTransformers, very...

www.linkedin.com

Anyone know what EW stands for?
View attachment 31628

The first two comments are ARM people but Amit Mate is very interesting and seems to have a healthy interest in Brainchip when you go to his LinkedIn page.

My opinion only DYOR
FF

AKIDA BALLISTA

 

[TechGirl]

TENN Trademark:

TENN - Brainchip, Inc. Trademark Registration

Trademark registration by Brainchip, Inc. for the trademark TENN.

uspto.report

Holy ShitBalls, this is awesome

 

[TechGirl]

TENN Trademark:

TENN - Brainchip, Inc. Trademark Registration

Trademark registration by Brainchip, Inc. for the trademark TENN.

uspto.report

Interesting usecases

Primary US Classes

021: Electrical Apparatus, Machines and Supplies 023: Cutlery, Machinery, Tools and Parts Thereof 026: Measuring and Scientific Appliances 036: Musical Instruments and Supplies 038: Prints and Publications

Primary International Class

009 - Primary Class (Electrical and scientific apparatus) Scientific, nautical, surveying, electric, photographic, cinematographic, optical, weighing, measuring, signaling, checking (supervision), lifesaving and teaching apparatus and instruments; apparatus for recording, transmission or reproduction of sound or images; magnetic data carriers, recording discs; automatic vending machines and mechanisms for coin operated apparatus; cash registers, calculating machines, data processing equipment and computers; fire-extinguishing app

TENN - Brainchip, Inc. Trademark Registration

Trademark registration by Brainchip, Inc. for the trademark TENN.

uspto.report

TENN​

Brainchip, Inc.​

1. USPTO Trademarks
2. ›
3. Brainchip, Inc.
4. ›
5. Tenn Application #97823782

Application Filed: 2023-03-05
Trademark Application Details

Mark For: TENN™ trademark registration is intended to cover the categories of electronic data processing apparatus; computer chips; computer chip sets; microchips; neuromorphic computer chips; semiconductor processor chips; computer hardware to enable artificial intelligence applications; computer hardware to enable neuromorphic computation; neural network processors; neuromorphic data processors; integrated circuits; computers chips having a predefined architecture; computer software and hardware for information processing in which information is processed in a manner similar to the way the human brain processes information; downloadable computer software for designing and developing software applications; downloadable computer software application programs which implement software interfaces for designing and developing artificial intelligence software; electronic data processing apparatus for the delivery of an artificial intelligence platform based on neuromorphic computation; downloadable software for using artificial intelligence computer chips; downloadable software for neuromorphic computing; downloadable software for building artificial intelligence platforms and artificial intelligence platforms based on neuromorphic computation; downloadable electronic data files featuring microprocessor designs; downloadable electronic data files featuring microprocessor designs to implement neural network; downloadable electronic data files featuring microprocessor designs to implement temporal convolution; downloadable software for machine learning, cognitive computing, deep learning, artificial intelligence; downloadable application programming interface (api) software; downloadable software in the nature of a widget for machine learning and artificial intelligence.
Show All

Status​

2023-03-08 UTC

LIVE APPLICATION Awaiting Examination

The trademark application has been accepted by the Office (has met the minimum filing requirements) and has not yet been assigned to an examiner.

Research	OneLook Acronym Finder
Serial Number	97823782
Mark Literal Elements	TENN
Mark Drawing Type	4 - STANDARD CHARACTER MARK
Mark Type	Trademark, Service Mark
Current Location	NEW APPLICATION PROCESSING 2023-03-08
Basis	1(b)
Class Status	ACTIVE
Primary US Classes	021: Electrical Apparatus, Machines and Supplies 023: Cutlery, Machinery, Tools and Parts Thereof 026: Measuring and Scientific Appliances 036: Musical Instruments and Supplies 038: Prints and Publications
Primary International Class	009 - Primary Class (Electrical and scientific apparatus) Scientific, nautical, surveying, electric, photographic, cinematographic, optical, weighing, measuring, signaling, checking (supervision), lifesaving and teaching apparatus and instruments; apparatus for recording, transmission or reproduction of sound or images; magnetic data carriers, recording discs; automatic vending machines and mechanisms for coin operated apparatus; cash registers, calculating machines, data processing equipment and computers; fire-extinguishing apparatus.
Filed Use	No
Current Use	No
Intent To Use	Yes
Filed ITU	Yes
44D Filed	No
44E Current	No
66A Current	No
Current Basis	No
No Basis	No

Timeline​

2023-03-05	Application Filed
2023-03-08	Location: NEW APPLICATION PROCESSING
2023-03-08	Status: New application awaiting assignment to an examining attorney. See current trademark processing wait times for more information.

Trademark Parties (Applicants & Owners)​

Party:	Brainchip, Inc.
Address	23041 Avenida De La Carlota, Suite 250 Laguna Hills, CALIFORNIA UNITED STATES 92653
Legal Entity Type	Corporation
Legal Entity State	DELAWARE

Documents​

Application		2023-03-05
Drawing		2023-03-05

Trademark Filing History​

Description	Date	Proceeding Number
NEW APPLICATION ENTERED	2023-03-08

 

[Fact Finder]

Interesting usecases

Primary US Classes

021: Electrical Apparatus, Machines and Supplies 023: Cutlery, Machinery, Tools and Parts Thereof 026: Measuring and Scientific Appliances 036: Musical Instruments and Supplies 038: Prints and Publications

Primary International Class

009 - Primary Class (Electrical and scientific apparatus) Scientific, nautical, surveying, electric, photographic, cinematographic, optical, weighing, measuring, signaling, checking (supervision), lifesaving and teaching apparatus and instruments; apparatus for recording, transmission or reproduction of sound or images; magnetic data carriers, recording discs; automatic vending machines and mechanisms for coin operated apparatus; cash registers, calculating machines, data processing equipment and computers; fire-extinguishing app

TENN - Brainchip, Inc. Trademark Registration

Trademark registration by Brainchip, Inc. for the trademark TENN.

uspto.report

TENN​

Brainchip, Inc.​

1. USPTO Trademarks
2. ›
3. Brainchip, Inc.
4. ›
5. Tenn Application #97823782

Application Filed: 2023-03-05
Trademark Application Details

Mark For: TENN™ trademark registration is intended to cover the categories of electronic data processing apparatus; computer chips; computer chip sets; microchips; neuromorphic computer chips; semiconductor processor chips; computer hardware to enable artificial intelligence applications; computer hardware to enable neuromorphic computation; neural network processors; neuromorphic data processors; integrated circuits; computers chips having a predefined architecture; computer software and hardware for information processing in which information is processed in a manner similar to the way the human brain processes information; downloadable computer software for designing and developing software applications; downloadable computer software application programs which implement software interfaces for designing and developing artificial intelligence software; electronic data processing apparatus for the delivery of an artificial intelligence platform based on neuromorphic computation; downloadable software for using artificial intelligence computer chips; downloadable software for neuromorphic computing; downloadable software for building artificial intelligence platforms and artificial intelligence platforms based on neuromorphic computation; downloadable electronic data files featuring microprocessor designs; downloadable electronic data files featuring microprocessor designs to implement neural network; downloadable electronic data files featuring microprocessor designs to implement temporal convolution; downloadable software for machine learning, cognitive computing, deep learning, artificial intelligence; downloadable application programming interface (api) software; downloadable software in the nature of a widget for machine learning and artificial intelligence.
Show All

Status​

2023-03-08 UTC

LIVE APPLICATION Awaiting Examination

The trademark application has been accepted by the Office (has met the minimum filing requirements) and has not yet been assigned to an examiner.

Research	OneLook Acronym Finder
Serial Number	97823782
Mark Literal Elements	TENN
Mark Drawing Type	4 - STANDARD CHARACTER MARK
Mark Type	Trademark, Service Mark
Current Location	NEW APPLICATION PROCESSING 2023-03-08
Basis	1(b)
Class Status	ACTIVE
Primary US Classes	021: Electrical Apparatus, Machines and Supplies 023: Cutlery, Machinery, Tools and Parts Thereof 026: Measuring and Scientific Appliances 036: Musical Instruments and Supplies 038: Prints and Publications
Primary International Class	009 - Primary Class (Electrical and scientific apparatus) Scientific, nautical, surveying, electric, photographic, cinematographic, optical, weighing, measuring, signaling, checking (supervision), lifesaving and teaching apparatus and instruments; apparatus for recording, transmission or reproduction of sound or images; magnetic data carriers, recording discs; automatic vending machines and mechanisms for coin operated apparatus; cash registers, calculating machines, data processing equipment and computers; fire-extinguishing apparatus.
Filed Use	No
Current Use	No
Intent To Use	Yes
Filed ITU	Yes
44D Filed	No
44E Current	No
66A Current	No
Current Basis	No
No Basis	No

Timeline​

2023-03-05	Application Filed
2023-03-08	Location: NEW APPLICATION PROCESSING
2023-03-08	Status: New application awaiting assignment to an examining attorney. See current trademark processing wait times for more information.

Trademark Parties (Applicants & Owners)​

Party:	Brainchip, Inc.
Address	23041 Avenida De La Carlota, Suite 250 Laguna Hills, CALIFORNIA UNITED STATES 92653
Legal Entity Type	Corporation
Legal Entity State	DELAWARE

Documents​

Application		2023-03-05
Drawing		2023-03-05

Trademark Filing History​

Description	Date	Proceeding Number
NEW APPLICATION ENTERED	2023-03-08

Are they going to give away AKIDA powered Steak Knives with every IP order - cutlery.

 

[TechGirl]

Are they going to give away AKIDA powered Steak Knives with every IP order - cutlery.

Maybe they could give away steak knives or maybe a nice artwork - Print

 

[DollazAndSense]

Are they going to give away AKIDA powered Steak Knives with every IP order - cutlery.

A TENN pack of steak knives.

 

[TechGirl]

TENN Trademark:

TENN - Brainchip, Inc. Trademark Registration

Trademark registration by Brainchip, Inc. for the trademark TENN.

uspto.report

What Is the Difference Between a Patent, Copyright, and Trademark?

A patent protects new inventions, processes, or scientific creations.
A trademark protects brands, logos, and slogans.
A copyright protects original works of authorship.

Okey Dokey

 

[Pappagolla]

Maybe they could give away steak knives or maybe a nice artwork - Print

Plus a copy of Akida-G: Greatest Hits on the TENNor Saxophone.

 

[Taproot]

馭繁為簡 RISC-V最佳人工智慧、行動運算與車用解決方案

作為RISC-V的發明者、領導者和第一個RISC-V獨角獸，SiFive致力於發揮 RISC-V 的無限潛力，推動運算架構的革新。如今，SiFive已經贏得了 100 多家客戶的設計，其中包括前 10 大半導體公司中的 8 家。為了因應市場的快速成長與需求，SiFive近來積極推出新產品，包括全面的汽車產品組合，並藉由建構生態系統支援，進一步擴大在全球的影響力。 在此技術論壇中，SiFive將說明RISC-V 架構的最新趨勢，並揭示SiFive 的完整解決方案，如何能以高效能、低功耗特性加速產品開發，助您掌握市場先機！

www.digitimes.com.tw

 

[db1969oz]