Brainchip Akida Ecosystem

Brainchip Akida Ecosystem
Technology Partners, IP Licensees, Enablement Partners, Implementation, Collaborating, Using Brainchip, Engagements and Speculation






Technology Partners
1 Arm BrainChip Joins Arm AI Partner Program
2 Intel Foundry Services BrainChip Joins Intel Foundry Services IP Alliance to Advance Neuromorphic AI at the Edge - BrainChip
IFS Direct Connect 2024 – February 21, 2024 (San Jose)

3 Prophesee BrainChip Partners with Prophesee See what they’re saying...Luca Verre, Co-Founder and CEO, Prophesee
4 SiFive BrainChip and SiFive Partner to Deploy AI/ML Technology at the Edge - BrainChip
“Through our collaboration with BrainChip, we are enabling the combination of SiFive’s RISC-V processor IP portfolio and BrainChip’s 2nd generation Akida neuromorophic IP to provide a power-efficient, high capability solution for AI processing on the Edge,” said Phil Dworsky, Global Head of Strategic Alliances at SiFive. “Deeply embedded applications can benefit from the combination of compact SiFive Essential™ processors with BrainChip’s Akida-E, efficient processors; more complex applications including object detection, robotics, and more can take advantage of SiFive X280 Intelligence™ AI Dataflow Processors tightly integrated with BrainChip’s Akida-S or Akida-P neural processors.” Phil Dworsky, Global Head of Strategic Alliances, SiFive

IP Licensee and Integration Partner
5 MegaChips BrainChip Partners with MegaChips to Develop Next-Generation Edge-Based AI Solutions - BrainChip

IP Licensee
6 Renesas Renesas is taping out a chip using the spiking neural network (SNN) technology developed by Brainchip. - BrainChip

More Integration Partners
7 Circle8 Clean Technologies/AVID Group BrainChip and Circle8 Clean Technologies/AVID Group Work to Reduce and Recycle Waste Through Joint Development of Intelligent ‘Smart Bins’ - BrainChip
8 Tata Elxsi BrainChip and Tata Elxsi Partner to Provide Intelligent, Ultralow-Power Solutions - BrainChip
9 TEKSUN BrainChip and Teksun Demonstrate Rapid Adoption of AI Solutions at Embedded Vision Summit – BrainChip
10 Quantum Ventura BrainChip and Quantum Ventura Partner to Develop Cyber Threat Detection - BrainChip
11 Lorser Industries BrainChip and Lorser Industries to Develop Neuromorphic Computing Systems for Software-Defined Radio Devices - BrainChip
12 Unigen BrainChip and Unigen Partner to Deliver Powerful, Energy-Efficient Edge AI Server - Cupcake
13 VVDN BrainChip Joins Technology Partners During CES to Demonstrate Capabilities of Akida-Powered Solutions (yahoo.com)
BrainChip Engages VVDN to Deliver Industry’s First Commercial Edge Box Based on Neuromorphic Technology
BrainChip's Akida Edge Box, Built in Collaboration with VVDN Technologies, Boosts Vision-Based AI Workloads

CES 2023 Technology Partners
14 Socionext BrainChip and Socionext Provide a New Low-Power Artificial Intelligence Platform for AI Edge Applications - BrainChip
Automotive Custom SoC Technologies and Solutions (socionextus.com)
13 VVDN BrainChip Joins Technology Partners During CES to Demonstrate Capabilities of Akida-Powered Solutions (yahoo.com)

2023 at a Glance

CES 2024 Technology Partners
15 MICROCHIP BrainChip to Unveil Akida Neuromorphic Processor Enabled by Microchip’s 32-bit MPU at CES 2024
CES 2024 ...on BrainChip’s platform as well as with our partners such as Microchip and numerous others...
16 NVISO BrainChip and NVISO Group Demonstrate AI-Enabled Human Behavioral Analysis at CES 2024
17 Onsemi. "one of our demos here and this one is with our partner onsemi"
8 Tata Elxsi Demo Partnership
13 VVDN Demo Partnership

12 x CES 2024 Podcasts
15 BrainChip’s All things AI Podcast Live from CES with Yann Le Faou, Director of Touch MCU products and Machine Learning at Microchip Technology.
18 BrainChip’s All things AI Podcast Live from CES with Farshad Akhbari Senior Principal Platform Architect at Infineon Technologies
17 BrainChip’s All Things AI Podcast Live from CES with Radhika Arora Senior Director of Product Management at Onsemi.
17 "one of our demos here and this one is with our partner onsemi"
9 BrainChip’s All Things AI Podcast Live from CES with Brijesh Kamani the Founder and CEO of Teksun Group
CES 2024 - INVITE ONLY - BrainChip On the Fly Learning Edge AI Demo
19 BrainChip’s All things AI Podcast Live from CES with Sanyogita Shamsunder, the Chief Product Officer at Meeami Technologies
13 BrainChip’s All things AI Podcast Live from CES with Kalpesh Chauhan, Vice President & Technology Evangelist at VVDN Technologies


Other Partners
20 Intellisense BrainChip’s Neuromorphic Technology Enables Intellisense Systems to Address Needs for Next-Generation Cognitive Radio Solutions - BrainChip
21 Magik Eye BrainChip Inc and Magik Eye Inc. Partner to Combine Best of AI with 3D Sensing for Total 3D Vision Solution - BrainChip

Enablement Partners
22 AI Labs BrainChip Partners with AI Labs on Next-Generation Application Development - BrainChip
23 CVEDIA BrainChip and CVEDIA Team to Advance State-of-the-Art Edge AI and Neuromorphic Computing - BrainChip
24 Edge Impulse BrainChip and Edge Impulse Partner to Accelerate AI/ML Deployments - BrainChip
25 emotion3D BrainChip Partners with emotion3D to Improve Driver Safety and User Experience - BrainChip
26 GMAC Intelligence GMAC Intelligence Goes Big with BrainChip Partnership - BrainChip
27 MYW.AI BrainChip and MYWAI Partner to Deliver Next-Generation Edge AI Solutions
Industrial robotics: BrainChip joins forces with Italy's MyWAI to provide Edge AI solutions built on its neuromorphic chip
16 NVISO BrainChip and NVISO Partner on Human Behavioral Analytics in Automotive and Edge AI Devices - BrainChip

Channel Partners
28 SalesLink BrainChip Continues Expansion with Sales Partnerships in New Geographic Markets - BrainChip
29 IPro Silicone IP BrainChip Selects IPro Silicon IP to Serve Israel’s high growth AI market - BrainChip

Implementation
30 Global Foundries BrainChip Tapes Out AKD1500 Chip in GlobalFoundries 22nm FD SOI Process - BrainChip
2 Intel Foundry Services BrainChip Joins Intel Foundry Services IP Alliance to Advance Neuromorphic AI at the Edge - BrainChip
31 TSMC BrainChip Completes Testing Production Version of the Akida Chip - BrainChip

Collaborating with / Using Brainchip Akida / Engagements
32 Accenture Patent application publication US 2023/0029494 A1 Neuromorphic smooth control of robotic arms - Accenture
Episode 23 – BrainChip Talks AI Innovation with Accenture’s Managing Director and Global Chief Technology Officer of Accenture Applied Intelligence Jean-Luc Chatelain - BrainChip
33 AIRBUS Microsoft Word - 171012_BRN TechKnow Roadshow release_FINAL.docx (asx.com.au) (page14 - Existing Customers - AIRBUS...)
34 ANT61 ANT61 on LinkedIn: #robotics #ai #machinelearning #innovation #space #spaceaustralia…
35 AFRL Air Force Research Laboratory
36 AWS
37 Blue Ridge Envisioneering BrainChip and Blue Ridge Envisioneering Collaborate on Next-Generation Tactical Edge Devices - BrainChip
Adapting SRT’s M1 Hardware Portal for Navy Facility Health Monitoring and Prioritization
Implementing Neural Network Algorithms on Neuromorphic Processors - Navy
38 Biotome BrainChip Research Enter into a Research Collaboration with Biotome for SARS-CoV-2 Antibody Detection - BrainChip
39 CISCO BrainChip and Cisco Internet of Everything Innovation Center Sign Agreement to Demonstrate the Capabilities of BrainChip's Spiking Neural Adaptive Processor (SNAP) Technology - BrainChip
40 Collins Aerospace BrainChip and its Customers to Demonstrate AI-Powered Video Analytics Technology at Milipol 2017 - BrainChip wikipedia
41 Democritus University of Thrace (DUTH) Brainchip licenses Greek cybersecurity technology - Hybrid Artificial Intelligence System for Cyber Security
42 Digimarc Corporation
43 Drexel University We are proud to partner with BrainChip and advancing their groundbreaking technology, including TENNS and how it handles time series data, which is the basis to address a lot of complex problems and unlocking its full potential for the betterment of society.
44 EDGX EDGX Announces Collaboration with BrainChip to Develop Disruptive Data Processing Solutions for Space - BrainChip Edging into Space - BrainChip
Edging into Space - BrainChip
45 Ericson https://www.techrxiv.org/doi/pdf/10.36227/techrxiv.170327143.35314208/v1
46 European Space Agency
47 Frontgrade Gaisler
BrainChip and Frontgrade Gaisler to Augment Space-Grade Microprocessors with AI Capabilities
48 Ford AI player BrainChip on a roll; signs two contracts within a month - BrainChip
49 Information Systems Labs Information Systems Labs Joins BrainChip Early Access Program - BrainChip
50 iniVation Nandan Nayampally talks about iniVation at CVPR 2023 Workshop on Event-based Vision - YouTube
51 Ipsolon Research BlueHalo
52 Lassen Peak LASSEN PEAK DEMONSTRATES WORLD’S FIRST HANDHELD CONCEALED WEAPON DETECTION AT IACP - Commencing Pilots in 2024 - FAQS
53 Mercedes-Benz Motortrend: Mercedes-Benz Vision EQXX Concept - BrainChip
54 Northrop Grumman Vishal Balaji Sivaraman - Gainesville, Florida, United States | Professional Profile | LinkedIn
55 MOSCHIP Media Alert: BrainChip and MosChip to Demonstrate Capabilities of Neural Processor IP and ASICs for Smart Edge Devices at IESA AI Summit - BrainChip
56 Nanose BrainChip Inc. and NaNose Medical Successfully Detect COVID-19 in Exhaled Breath with Fast High-Accuracy Results - BrainChip
57 NASA BrainChip’s Akida set for spaceflight via NASA as Renesas Electronics America signs first IP agreement (smallcaps.com.au) ASX Announcement
58 NimbleAI NimbleAI NimbleAI
59 NEURALSAT
60 Numem https://sbir.nasa.gov/SBIR/abstracts/22/sbir/phase1/SBIR-22-1-H6.22-2237.html
61 Oculi Anil Mankar talks about Oculi - tinyML Neuromorphic Engineering Forum - Systems Session
Oculi eyes computer vision revolution - Global University Venturing (globalventuring.com)
62 OHB Hellas
63 Psi-Biom
64 Reality AI
65 Sahoma Controlware Sahoma Controlware on Twitter: "Sahoma Controlware LLC and Sahoma Controlware, Inc. is now officially providing support for the BrainChip Akida™ platform including the integration of the MetaTF™ framework into EdgeWorX. https://t.co/eI2xvhoX2D" / Twitter
66 SAFRAN Safran picks BrainChip for manufacturing machine vision ... (eenewseurope.com)
67 Shikino
68 SINTEF Wireless Neuroprobe-On-A-Chip - Prosjektbanken
69 Stellantis chose Valeo's LiDAR for its level 3 automation
70 Tachyum
5 TATA Consultancy Services BrainChip and Tata Consultancy Services (TCS) jointly Present a Demonstration Featuring Its Akida Neuromorphic Technology Platform at NeurIPS 2019 - BrainChip
71 Tensor https://techport.nasa.gov/view/103038
72 US Navy US Navy
73 United States Department of Energy
74 University of Luxembourg
75 VORAGO Technologies BrainChip and VORAGO Technologies Agree to Collaborate through the Akida™ Early Access Program
76 Valeo BrainChip signs joint development agreement for Akida neuromorphic chip with Valeo (smallcaps.com.au) Stellantis chose Valeo's LiDAR for its level 3 automation
77 Zalmotek Zalmotek Zalmotek


BrainChip University AI Accelerator Program
78 Arizona State University BrainChip Empowers Next Generation of Technology Innovators with Launch of the University AI Accelerator Program - BrainChip
79 Carnegie Mellon University BrainChip Empowers Next Generation of Technology Innovators with Launch of the University AI Accelerator Program - BrainChip
80 Cornell Tech Cornell Tech Joins BrainChip University AI Accelerator Program
81 Rochester Institute of Technology BrainChip Adds Rochester Institute of Technology to its University AI Accelerator Program - BrainChip
82 University of Oklahoma University of Oklahoma Joins the BrainChip University AI Accelerator Program - BrainChip
83 University of Virginia University of Virginia Joins the BrainChip University AI Accelerator Program | Business Wire
84 University of Western Australia



Entities Researching brainchip akida
Alcon
Cambrian AI Research
Data Science UA
dyson
european space agency
ex3
First Trust Nasdaq Artificial Intelligence and Robotics ETF ROBT
Fraunhofer-Gesellschaft Fraunhofer-Gesellschaft
Ipsolon Research
LEAT
Open Neuromorphic
Örebro University Finding bacteria in blood a hardware based neuromorphic solution for real world e nose applications
4.OPMC Open Production and Maintenance Community 4OPMC Masters Anlagendiagnostics @ Robotics AKIDA2.0 | LinkedIn
Riken
Riverside Research
Semico Research
Technische Universität Dresden — TU Dresden
VDC Research

More Entities talking about brainchip akida
CHIPMONK "BrainChip: Revolutionizing AI Efficiency and Ubiquity for a Sustainable Future" (linkedin.com) https://chipmonk.tech/
CSIRO
DELL Podcast Episode 6 — The Outside Looking in: A Conversation with Rob Lincourt, Dell Technologies - YouTube
european space agency video at 6:48
GOOGLE
Foundries.io Episode 15 – Next Gen Disruptive Technologies with Foundries.io Ian Drew - YouTube
MERCK Computing with brainpower | Merck (merckgroup.com)
NVIDIA Adnan Boz on LinkedIn: #artificialintelligence #machinelearning #productmanagement #humancontent…
SMARTSENSE
ST Microelectronics Danilo Pietro Pau - Technical Director, IEEE, AAIA and ST Fellow - STMicroelectronics Italia | LinkedIn
tenstorrent Episode 28 – Podcast with Tenstorrent COO Keith Witek on smart data processing, and the future of AI - YouTube Keith Witek
Uncovering_Design_Principles_for_Continual_Learning_AI_Accelerators (3).pdf | PDF Host
TOSHIBA Jason Vu on LinkedIn: How Intel's bleeding-edge Loihi 2 chips help robots perceive the world

Other Entities using or talking about brainchip akida
S5 System
TacniQ

Entities strongly suspected are using brainchip akida
BHTECH BASCOM HUNTER Implementing Neural Network Algorithms on Neuromorphic Processors | SBIR.gov
DARPA SiFive and DARPA collaborate to bring the power of RISC-V to Technology Innovation
US Department of Homeland Security (DHS)
Volkswagen


BrainChip Investor Presentation November, 2023


https://brainchip.com/partners/



4164

_____________________________________________________________________________________________________________________________________________________________________________
The opinions and research I share are my own and I am not licensed. External links are not recommended. To be safe, conduct your own research or seek advice from a licensed financial advisor.

Stock Disclosure:

BRN
 
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Neuromorphia

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Brainchip Akida. Overview

BrainChip: The Cloud-Free Future is Here


Akida Product Brief
BrainChip’s first-to-market neuromorphic processor IP, Akida™, mimics the human brain to analyze only essential
sensor inputs at the point of acquisition, processing data with unparalleled efficiency, precision, and economy of
energy. Keeping AI/ML local to the chip and independent of the cloud dramatically reduces latency while improving
privacy and data security.

Peter Van Der Made’s Post
As a pioneer of neuromorphic computing, and founder of BrainChip Ltd., I could not agree more. BrainChip was founded in 2004 with a firm basis in biological computing (spiking neural networks, with a complex neural model complete with exponential decay and 16 neurotransmitters). We have recently released our 2nd generation Akida IP, with Akida-1000 in production and Akida-1500 available in sample quantities. AKD1000 supports spiking networks of up to 1.2M neurons with on-chip learning, but also supports CNN networks through event-based convolutions. I see the future of biologically based neural networks evolve by studying the structure of the Cortex, Thalamus, and Cerebellum, resulting in cortical networks that have a different structure from today's deep learning networks, can learn in real time and develop a level of intelligence.

Zooming in on Akida Neural Fabric
The Akida fabric is built of a collection of Neural Processing Units (NPUs) which are connected by and communicate over a mesh network. This allows the layers of a neural network to be distributed across NPUs. The NPU are arranged in groups of 4 called Nodes. Each NPU has 8 Compute Engines and 100KB of local SRAM. The SRAM stores internal events, network parameters and activations. Having SRAM local to the nodes saves energy since the node data is not being constantly moved around on the network. Packets on the mesh network are filtered locally so that each NPU only has to process packets addressed to it. The Compute Engines generate Output Events which are packetized and placed on the mesh network. Communication over the network is routed without intervention from the supervisory CPU, preventing the CPU from limiting the communication bandwidth and reducing the energy needed to transfer data between nodes.
Source:





1690694209799.png



Neural Processor Mesh
1690694090991.png


1696039622252.png

1690712596752.png


Overview -The Akida Neuromorphic ML Framework
1708608369329.png

Akida 2nd Generation Architecture Brief
Akida 2.0
Vision Transformers Get Native Support on the Edge
TENNs: A New Approach to Streaming and Sequential Data
Get a Clearer Picture of Vision Transformers’ Potential at the Edge - BrainChip
Vision Transformers (ViTs)
What are transformers?
How Transformers Work

Product pipeline for Akida
1690712663545.png

Akida roadmap AGM 2021 AGM 2021
1690694038346.png

Akida 3000 is going to a cortical network
BrainChip (ASX:BRN) at the Stocks Down Under Semiconductor Conference on 30 November 2021

Understanding Revenue Model / Royalties
Revenue Model / Royalties on page 14 of 2022 AGM
Royalties interview with Sean and Mark Kennis *
IP licensing fees
Royalty-based model
How Arms Bussiness Model Works 02
Brainchips 2021 conceptual revenue chart from their AGM
Akida to generate four separate revenue streams
bridge core engineering activities into commercialization efforts.
CEO Sean Hehir Sums Up BrainChip’s Value Prop for Oppenheimer Investors
1690694724826.png


The Founder: Peter van der Made
4 Bits Are Enough
BrainChip founder and CTO Peter van der Made presented at Stocks Down Under’s Semiconductor Conference on 30 November 2021
Q&A with Peter van der Made, BrainChip Founder and Chief Technology Officer
Forbes Technology Council - Peter Van Der Made with BrainChip LTD
The Future Of Artificial Intelligence .
https://stocksdownunder.com/video/brainchip-ceo-interview/

Benchmarking
BrainChip says new standards needed for edge AI benchmarking
https://brainchip.com/wp-content/uploads/2023/01/BrainChip_Benchmarking-Edge-AI-Inference-1.pdf
Diogenese explains the benchmaking
inferences per second (IPS) or frames per second (FPS)

Informative brainchip akida articles

Mind-Boggling Neuromorphic Brain Chips (Part 1)
Mind-Boggling Neuromorphic Brain Chips (Part 2)

BrainChip Sees Gold In Sequential Data Analysis At The Edge

The advantages of Unified Deep Learning technology
https://brainchip.com/wp-content/uploads/2023/03/BrainChip_second_generation_Platform_Brief.pdf

https://www.forbes.com/sites/karlfr...al-data-analysis-at-the-edge/?sh=1b6cc22e53e4
https://cambrian-ai.com/downloads/brainchip-sees-ai-gold-in-sequential-data-analysis-at-the-edge/

How neuromorphic computing and BrainChip's Akida solution can benefit AI training

How BrainChip Is Changing the AI Industry Brien M. Posey

How smart will the edge get? Not all edges are created equal

Next generation neuromorphic chips bringing deep learning from cloud to IOT edge devices and mobiles
BrainChip’s Akida™ is a revolutionary advanced neural networking processor that brings Artificial Intelligence to the Edge

What is the Real Promise of Artificial Intelligence? And Where Does BrainChip Fit into the Picture?

There are three ways to leverage Akida technology

Neuromorphic components for TinyML Machine learning on microcontrollers at the edge

Megachips "We aim to accelerate to launch products leveraging next gen edge-base AI solutions that BrainChip owns.

Can machines think?

BrainChip Investor Presentation November, 2023

What Does BrainChip Holding Do and How Does it's Technology Work?

Learning more about brainchip akida

layman's interpretation of CNN
Akida rank coding explained
We are being benchmarked against deep learning accelerators and a GPU vendor and it is coming back favorably to us.
the Akida chip “packs 1.2 million neurons and 10B synapses in an 11-layer SNN
AKIDA event horizon that stretches as far and further than the eye can see
AKIDA could improve this solution
Before Akida
Setting us up into the coming and required ecosystems
AKIDA the BEAST 02 03
ARM market share 2007 - 2012
why would anyone actually want to use this technology from Brainchip?
What is the Akida Event Domain Neural Processor?
Faster Objects More Objects with Brainchip! Akida can do it.
process to get from AKD1500 to AKD2000 : answer from Diogenese
It is thought Akida500 could be implemented in 22nm FDSOI
Akida 2.0 Project Manager job
Brainchip trademarks Essential AI
huge market that’s developing
Diogenese breakdown of the Gen 2 Product Brief:
 
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U.S. Semiconductor Renaissance: All the Upcoming Fabs

List of semiconductor fabrication plants

AI Chip landscape
1692169678161.png


 
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brainchip mentioned at 2:17
Good video if you haven't seen it before.
 
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Brainchip Akida Use Cases Video
 
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talking about brainchip akida @ 6m:38s
 
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Stocks Down Under interview November 2023
 
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CEO Sean Hehir Sums Up BrainChip’s Value Prop for Oppenheimer Investors
 
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Neuromorphia

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reserving for future use ;)
 
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Neuromorphia

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reserving for future use ;)
 
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Neuromorphia

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reserving for future use ;)
 
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Neuromorphia

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reserving for future use ;)
 
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Neuromorphia

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reserving for future use ;)
 
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buena suerte :-)

BOB Bank of Brainchip


OUTSTANDING ...... great work @Neuromorphia..... and thanks 🔥🔥🔥 🤜🤛
 
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