GreenWaves Technologies https://greenwaves-technologies.com/ AI processors for the next generation of hearables and IoT devices Mon, 24 Jul 2023 12:35:30 +0000 en-US hourly 1 https://greenwaves-technologies.com/wp-content/uploads/2019/09/cropped-Waves512x512-32x32.png GreenWaves Technologies https://greenwaves-technologies.com/ 32 32 2023 Edge IA Technology Report https://greenwaves-technologies.com/2023-edge-ia-technology-report/ https://greenwaves-technologies.com/2023-edge-ia-technology-report/#respond Wed, 12 Jul 2023 13:01:47 +0000 https://greenwaves-technologies.com/?p=8629 2023 Edge IA Technology Report TinyML in Action: How GreenWaves enables next-generation products 2023 Edge AI Technology Report, created in collaboration with industry experts, researchers, and tech providers, is designed to become an essential tool for anyone looking to understand and navigate the evolving Edge AI landscape. The [...]

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2023 Edge IA Technology Report

TinyML in Action: How GreenWaves enables next-generation products

2023 Edge AI Technology Report, created in collaboration with industry experts, researchers, and tech providers, is designed to become an essential tool for anyone looking to understand and navigate the evolving Edge AI landscape. The report provides practical and technical insights from the field by dissecting the technology’s current status, applications, challenges and future trends.

Download the report

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French Tech 2030 https://greenwaves-technologies.com/ft2030/ https://greenwaves-technologies.com/ft2030/#respond Thu, 15 Jun 2023 07:22:05 +0000 https://greenwaves-technologies.com/?p=8584 GreenWaves Technologies has been selected as one of the only 3 semiconductor laureate companies for the French Tech 2030 We are excited to share that GreenWaves Technologies has been selected as one of the only 3 semiconductor laureate companies for the French Tech 2030. This prestigious program, in [...]

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GreenWaves Technologies has been selected as one of the only 3 semiconductor laureate companies for the French Tech 2030

We are excited to share that GreenWaves Technologies has been selected as one of the only 3 semiconductor laureate companies for the French Tech 2030. This prestigious program, in partnership with La French Tech, Secrétariat général pour l’investissement, and Bpifrance, aims to support companies with exceptional potential in vital sectors for France’s future.

We take pride in being recognised for our advanced system-on-chips solutions for energy-constrained products such as hearables and IoT devices, empowering our clients to develop groundbreaking products through advanced artificial intelligence and signal processing technology.

This achievement reflects our commitment to innovation and drives us to continue pushing boundaries in the industry. We are grateful for this opportunity and look forward to making a significant impact on France’s tech landscape!

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TinyML Summit, Burlingame, CA, March 27-29, 2023 https://greenwaves-technologies.com/tinyml-summit-burlingame-ca-march-27-29-2023/ https://greenwaves-technologies.com/tinyml-summit-burlingame-ca-march-27-29-2023/#respond Tue, 21 Mar 2023 10:25:58 +0000 https://greenwaves-technologies.com/?p=8428 For more information about the Summit - visit https://www.tinyml.org/event/summit-2023/ Please submit this form if you would like to meet us March 27, afternoon. Hyatt Regency Expo. The entrance is free. If you can’t make it to the event, meet us at the Bay Area on March 30 - 31. [...]

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For more information about the Summit – visit https://www.tinyml.org/event/summit-2023/

Please submit this form if you would like to meet us

March 27, afternoon. Hyatt Regency Expo. The entrance is free.
If you can’t make it to the event, meet us at the Bay Area on March 30 – 31.

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Embedded World, Nuremberg, Mar 14 – 16, 2023 https://greenwaves-technologies.com/ew23/ https://greenwaves-technologies.com/ew23/#respond Thu, 02 Mar 2023 14:17:43 +0000 https://greenwaves-technologies.com/?p=8390 Please submit this form if you would like to meet us at Embedded World 23 

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GreenWaves Technologies announces a €20M financing https://greenwaves-technologies.com/20m_financing/ https://greenwaves-technologies.com/20m_financing/#respond Wed, 01 Feb 2023 11:40:32 +0000 https://greenwaves-technologies.com/?p=8318 GreenWaves Technologies announces a €20M financing The funding will support the production ramp up of GAP9 and the development of its next generation GAP processor. GreenWaves, the French pioneer in RISC-V application processors for battery powered devices and [...]

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GreenWaves Technologies announces a €20M financing

The funding will support the production ramp up of GAP9 and the development of its next generation GAP processor.

GreenWaves, the French pioneer in RISC-V application processors for battery powered devices and a performance leader in AI and DSP, announces a 20 million euros financing led by Innovacom together with Thales, Definvest[1]  and the French Tech Seed Fund[2], with the backing of historical shareholders Soitec and Zepp Health and other financings.

GreenWaves will use the funding to ramp up the production of its GAP9 processor which is enjoying significant market traction with tier one hearables vendors. GAP9 allows them to bring to market new-to-world audio features such as Neural Network based Noise Filtering and Adaptive Transparency. GAP9 is also being designed into battery powered IoT products such as smart cameras, condition monitoring sensors and vital sign monitoring devices.

Additionally, the funding will support the development of GreenWaves’ next generation processor to further enrich the features, and extend the battery life and programmability of the next generation of earbuds and to enable new automotive applications.

“We are delighted about the rate of customers adoption of GAP9, with a dozen design wins in hearables and IoT. Hearables is on its way to surpass smartphones in innovation and volume”, said Loic Lietar, CEO of GreenWaves Technologies. “In IoT applications we serve the most demanding low power smart camera use cases, where GAP9 shines”.

GAP9 provides the ideal platform for companies requiring a combination of neural network, classic and ultra-low latency Digital Signal Processing capabilities in highly energy constrained products. GAP9 enables these applications while remaining highly flexible and easy to program. GAP9 delivers the lowest energy consumption across all of the tests in the MLPerf™ Tiny v1.0 inference benchmark.

For Sébastien Lecornu, Minister for the Armed Forces, “It is with great satisfaction that the Ministry for the Armed Forces is supporting GreenWaves Technologies, a promising company in the field of very low energy consumption AI. Through this investment in GreenWaves Technologies, the Definvest fund will contribute to the development of a promising French sector from which the defence sector can benefit. This eighteenth investment confirms that Definvest remains, more than ever, an essential tool in the Ministry of the Armed Forces’ SME Action Plan.”

 “We are proud to have accompanied GreenWaves Technologies, a pioneer in the edge processor industry at a turning point in its recent history and to have helped it demonstrate the potential of its products and technology.  We are now particularly pleased to be leading this financing round and to support the company in a new very exciting stage of growth.” said Vincent Deltrieu, Partner and Member of the management board of Innovacom.

“The expertise of the GreenWaves Technologies team in both architecture and software tools has made it possible to develop a new generation of easily programmable processors whose performance is unmatched today. After 8 years of R&D, the company is now at an inflection point; we are happy to support GreenWaves Technologies in this new stage of its development, with a scaling up expected this year” adds Gwenael Hamon, Senior Investment Director of Bpifrance.

“Thales is very pleased to support the next round of development of GreenWaves Technologies. This investment will allow this French-based deeptech startup to keep scaling up its activity and expand its global reach,” complements Philippe Keryer, Thales Executive Vice President, Strategy, Research & Technology.

About GreenWaves Technologies

GreenWaves is a fabless semiconductor company founded in 2014 and based in Grenoble, France. We design and market ultra low power processors for energy constrained products such as hearables, wearables, IoT & medical monitoring products.
GreenWaves’ system-on-chips enable companies to develop and bring to market products with new to world features enabled by state of the art machine learning and digital signal processing techniques. Our leading edge development tools enable audio and machine learning developers to productively harness the power of GAP processors.
GreenWaves GAP9 processor powers features such as neural network based noise removal and adaptive noise cancellation, multi-channel spatial sound and listening enhancement technologies in next generation earbuds and headphones with market leading energy efficiency. For more information, visit www.greenwaves-technologies.com.

About Innovacom

Since 1988, Innovacom has invested close to one billion euros, supported more than 300 digital startups, participated in more than 20 Initial Public Offerings and completed 150 industrial disposals.
Innovacom has contributed to several recent successes in a diverse range of sectors: electric vehicles (G²mobility), ad tech (Videoplazza), medical imaging (Olea Medical), digital customer relations (Dimelo), connectivity in trains (21Net Ltd), materials for energy transition (Exagan) or components for smartphones with the Heptagon unicorn.
Innovacom is currently supporting high-potential companies such Acklio, AI Verse, Antaïos, Aryballe, Aura Aero, Avicenna.ai, CAILabs, Cozy Cloud, Exotrail, Intersec, Iten, MicroEJ, Matrixx Software, OSO AI, Robart, Uavia, Upciti, Scintil Photonics ou SustainCERT.
Its recent association with the Turenne Group, one of France’s leading independent private equity firms, has resulted in a €1,2 billion platform under management. Present in Paris and Marseille, Innovacom is a company certified by the Autorité des Marchés Financiers.

About Bpifrance

Bpifrance Investissement is the management company that handles Bpifrance’s equity investments. Bpifrance is the French national investment bank. It finances businesses – at every stage of their development – through loans, guarantees, equity investments and export insurances. Bpifrance also provides extra financial services (training, consultancy) to help entrepreneurs meet their challenges (innovation, export…).
For more information, please visit: www.bpifrance.fr and presse.bpifrance.fr
Follow us on Twitter: @Bpifrance – @BpifrancePresse

About the fund Definvest and the DGA

With €100 million provided by the French Ministry of Defense, Definvest combines the complementary expertise of the French Defense Procurement Agency (DGA) and Bpifrance. As an extension of the SME support mechanisms already deployed by the DGA, the fund aims to take equity stakes in strategic Defense Industrial and Technology Base (DITB) SMEs, alongside financial and industrial investors, to enable them to develop independently.
The French Defense Procurement Agency (DGA) is an expert testing and engineering arm of the French Ministry of Defense. The DGA’s mission is to equip armies in a sovereign manner, prepare the future of defense systems, promote European cooperation, and support exports. As the State’s largest buyer, in 2021 the DGA placed €23.5 billion of orders with industry and invested €1.404 billion in innovation and defense technology projects. With 18 sites in France, its 10,000 civilian and military men and women (nearly 60% of whom are managers, engineers or experts) and its network of international collaborators, the DGA is involved in all areas of defense (land, naval and air combat, electronic communication and information systems, deterrence, space, cyber security, robotics, etc.).
More information on: www.defense.gouv.fr/dga and www.ixarm.com – Follow us on Twitter : @DGA

About France 2030 and the French Tech Seed Fund

The France 2030 investment plan

  • Reflects a dual ambition: to transform key sectors of our economy (health, energy, automotive, aeronautics and space) in the long term through technological innovation, and to position France not only as a player but also as the world leader of tomorrow. From basic research, to the emergence of an idea to the production of a new product or service, France 2030 supports the entire life cycle of innovation until its industrialization.
  • Is unprecedented in its scale: €54 billion will be invested so that our companies, our universities, our research organizations, can fully achieve their transitions in these strategic sectors. The challenge is to enable them to respond in a competitive manner to the ecological challenges and attractiveness of the world that comes, and to bring out the future leaders of our lines of excellence. France 2030 is defined by two transversal objectives consisting in devoting 50% of its spending to the decarbonation of the economy, and 50% to emerging players, carriers of innovation without spending unfavourable to the environment (in the sense of the principle Do No Significant Harm).
  • Will be implemented collectively: designed and deployed in consultation with economic, academic, local and European stakeholders to determine strategic orientations and flagship actions. Project promoters are invited to submit their applications via open, demanding and selective procedures to benefit from the support of the State.
  • Is managed by the General Secretariat for Investment on behalf of the Prime Minister and implemented by the Ecological Transition Agency (ADEME), the National Research Agency (ANR), Bpifrance and the Bank of Territories.

More information on: www.france2030.gouv.fr

Equipped with 500 million euros, the French Tech Seed Fund acts on behalf of the French State by Bpifrance within the scope of the France 2030 investment plan, aiming to support fundraising for innovative start-ups and very small enterprises (VSEs) with less than 3 years of technology-intensive innovation. Coming from France 2030 and coordinated by Bpifrance, the fund has been counting on certified corporate collaborators, responsible for identifying and qualifying these young entrepreneurs, in addition to acting as a bridge between them and private investors. These corporate contributors guarantee the technological validity of the project and enable public investment through Convertible Bonds of up to 400 million euros and capital provided by private investors. 100 million euros are also earmarked for capital investments beyond the conversion of Convertible Bonds.

About Thales

Thales is a global technology leader, which invests in innovations in digital and “deep tech” – connectivity, big data, artificial intelligence, cybersecurity and quantum – to build a future of trust, essential for the development of our societies. The Group provides solutions, services and products that assist its customers – companies, organizations and governments – in the domains of defense, aeronautics, space, transport, and digital identity and security, to fulfill their critical missions by placing humanity at the heart of its decisions. Thales employs 81,000 people in 68 countries. In 2021, the Group generated sales of €16.2 billion.

Press contacts

GreenWaves Technologies
martin.croome@greenwaves-technologies.com

Innovacom
antoine.denry@taddeo.fr

Thales
philomene.emptaz@thalesgroup.com

Bpifrance
Sophie.santandrea@bpifrance.fr

Centre média du ministère des Armées
media@dicod.fr
09 88 67 33 33

[1] Definvest: specialized equity fund of the French Ministry of the Armed Forces, managed by Bpifrance

[2] French Tech Seed : managed on behalf of the French State by Bpifrance within the scope of France 2030

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Mobile World Congress, Barcelona, Feb 27 – Mar 2, 2023 https://greenwaves-technologies.com/mwc23/ https://greenwaves-technologies.com/mwc23/#respond Thu, 26 Jan 2023 14:16:43 +0000 https://greenwaves-technologies.com/?p=8302 Please submit this form if you would like to meet us at MWC 23 

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GAP9 achieves the lowest energy consumption on all MLPerf™ Tiny v1.0 benchmarks https://greenwaves-technologies.com/lowest-energy-consumption-on-all-mlperf-tiny-v1-0-benchmarks/ https://greenwaves-technologies.com/lowest-energy-consumption-on-all-mlperf-tiny-v1-0-benchmarks/#respond Thu, 10 Nov 2022 04:00:00 +0000 https://greenwaves-technologies.com/?p=8192 GAP9 achieves the lowest energy consumption on all MLPerf™ Tiny v1.0 benchmarks¹ GreenWaves designs highly efficient and easy to program processors that interpret and transform rich data sources using AI and digital signal processing in highly energy constrained devices. Our GAP9 processor enables new-to-world  features in hearable and IoT [...]

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GAP9 achieves the lowest energy consumption on all MLPerf™ Tiny v1.0 benchmarks¹

GreenWaves designs highly efficient and easy to program processors that interpret and transform rich data sources using AI and digital signal processing in highly energy constrained devices. Our GAP9 processor enables new-to-world  features in hearable and IoT products.

GAP9 delivers best in class energy consumption on medium complexity neural networks such as the MobileNet series in both classification and detection tasks but also on complex, mixed precision recurrent neural networks such as our LSTM based audio denoiser.

The verified MLPerf™ Tiny benchmark results¹ now show that although GAP9 is dimensioned to deal with much larger problems, it also excels when running very small neural networks (NNs), proving its ability to address the wide range of embedded NN processing tasks required by real life applications.

GAP9 has the lowest energy consumption of all submissions in all four MLPerf™ Tiny benchmarks. In many cases it achieves latency and energy consumption orders of magnitude lower than other devices.

These results are achieved thanks to GAP9’s uniquely scalable architecture and to GreenWaves’ state-of-the-art neural network toolchain, GAPflow, which transforms networks from ONNX and TensorFlow Lite formats into optimised, readable C source code. GAPflow allows for the coexistence of multiple different networks on GAP9 with support for preemption in their execution to meet real time constraints.

GAP9 also has other leading edge computing capabilities that can be combined with Neural Networks. For example, an NN can be used to continuously update the parameters of GAP9’s unique, sample by sample, highly configurable Smart Filtering Unit (SFU) enabling new NN steered Adaptive Active Noise Cancellation or Adaptive Audio Transparency features.

GAP9 provides the most powerful signal processing and AI computing platform for the next generation of hearable and IoT products.

For more information go to www.greenwaves-technologies.com.

[1] MLPerf™ v1.0 Tiny Closed. Retrieved from https://mlcommons.org/en/inference-tiny-10/ 9th November 2022, entries  1.0-9001 and 1.0-9002. Result verified by MLCommons Association. The MLPerf™ name and logo are trademarks of MLCommons Association in the United States and other countries. All rights reserved. Unauthorised use is strictly prohibited. See www.mlcommons.org for more information.

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GreenWaves will demonstrate live the ground-breaking AI and DSP demos on its ultra low power chip at Embedded World 2022 https://greenwaves-technologies.com/greenwaves-will-demonstrate-live-the-ground-breaking-ai-and-dsp-demos-on-its-ultra-low-power-chip-at-embedded-world-2022/ https://greenwaves-technologies.com/greenwaves-will-demonstrate-live-the-ground-breaking-ai-and-dsp-demos-on-its-ultra-low-power-chip-at-embedded-world-2022/#respond Mon, 06 Jun 2022 13:24:53 +0000 https://greenwaves-technologies.com/?p=7947 GreenWaves will demonstrate live the ground-breaking AI and DSP demos on its ultra low power chip at Embedded World 2022 Located in the micro-and nano-electronics hotspot of Grenoble, GreenWaves is a fabless semiconductor startup that designs and brings to market advanced ultra-low-power AI and DSP processors for energy-constrained applications. Our [...]

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GreenWaves will demonstrate live the ground-breaking AI and DSP demos

on its ultra low power chip at Embedded World 2022

Located in the micro-and nano-electronics hotspot of Grenoble, GreenWaves is a fabless semiconductor startup that designs and brings to market advanced ultra-low-power AI and DSP processors for energy-constrained applications. Our first product GAP8, one of the first commercially available RISC-V AI processors, has been in production for more than a year. It is uniquely optimised to execute a large spectrum of image and audio algorithms including convolution neural network inference and signal processing with extreme energy efficiency in AIoT sensors and devices. At Embedded World 2022, you will be able to see a commercial infrared people locating and counting device based on GAP8 which lasts over 2 years on a single battery.

GreenWaves’ second generation GAP9 processor, has been designed from the ground up to address the blend of classic DSP, ultra-low latency, sample-by-sample time domain DSP and NN workloads needed for hearable product applications such as earbuds and headphones while preserving a high degree of flexibility and programmability. At Embedded World we will show off how our tiny 3.7 by 3.7 mm chip enables the new to world features in the next generation of hearable devices. With our software partners, we have developed demonstrations that illustrate the extreme energy efficiency of GAP9 when executing advanced audio processing features: dynamic spatial audio with head tracking at 1.8mW; AI-based selective and adaptive ANC, operating at 768 kHz consuming 1.5mW per channel; always-listening voice command application running at 10 MCPS and consuming just 0.5mW; and continuous voice filtering and complex speech denoising algorithms consuming a few mWs.

Our customers have found the GAP9 hearable platform exceptionally power efficient for voice and music processing. It has given them headroom in both energy and processing power that they use to develop innovative new features in their products with no compromise in area, cost or energy.  Our development tools enable software and hardware developers to productively harness the power of their processors using familiar neural-network and mathematical computing software. As one customer has told us, “We do in weeks with GAP9 what we do with other platforms in months”.

Meet us onsite at Embedded World 2022 (Hall:1, Booth: 1-550) and discover how GAP processors can power your application.

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New tinyML Meetup talk – September 23, 18:00(CET) https://greenwaves-technologies.com/tinyml_meetup_frugal_ai_hardware/ https://greenwaves-technologies.com/tinyml_meetup_frugal_ai_hardware/#respond Mon, 06 Sep 2021 12:20:54 +0000 https://greenwaves-technologies.com/?p=7540 New tinyML Meetup talk – September 23, 18:00(CET) Register today for free GreenWaves is proud to share the success of the 1st French TinyML Meetup event which was held in July. The 1st dialogue we had with TinyML French (and not only) audience showed the enthusiasm and the [...]

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New tinyML Meetup talk – September 23, 18:00(CET)

GreenWaves is proud to share the success of the 1st French TinyML Meetup event which was held in July. The 1st dialogue we had with TinyML French (and not only) audience showed the enthusiasm and the need to get together again and continue knowledge sharing, networking and research. 96% of the attendees answered that they would recommend the TinyML talks webcast series to others. The graph below shows the different subjects that attendees found the most interesting for the live discussions.

To respond to our audience GreenWaves is inviting you to join the next TinyML Meetup talk with our guest speaker Alexandre Valentian, Research Engineer from CEA. Alexandre will present “How to design a power frugal hardware for AI – the bio-inspiration path”

Register fo free

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Announcing the French tinyML Meetup group https://greenwaves-technologies.com/announcing-the-french-tinyml-meetup-group/ https://greenwaves-technologies.com/announcing-the-french-tinyml-meetup-group/#respond Mon, 28 Jun 2021 12:35:10 +0000 https://greenwaves-technologies.com/?p=7491 Announcing the French tinyML Meetup group – a place to discover new innovations with tiny things GreenWaves is proud to launch the 1st TinyML meetup group in France to support the French ultra-low power machine learning community, to stimulate knowledge sharing, networking and research, to connect technologies and innovations to business [...]

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Announcing the French tinyML Meetup group – a place to discover new innovations with tiny things

GreenWaves is proud to launch the 1st TinyML meetup group in France to support the French ultra-low power machine learning community, to stimulate knowledge sharing, networking and research, to connect technologies and innovations to business opportunities and to expand the TinyML ecosystem.
As an industry leader in leveraging open source projects we believe that contribution to the community drives innovation. The French tinyML Meetups will be virtual, hybrid and later physical events bringing together academics and industry partners to openly discuss and collaborate.
You can join the French tinyML Meetup group here and register for the 1st virtual event:

State of the TinyML today
July 01, 18:00 (CET Time, Virtual event, Speaking language – french)

Frédéric Pétrot, Professeur, Chaire Embedded Hardware AI Architectures
Lucas Nacsa, CEO, Neovision (ou Etienne Balit, PhD, R&D Lead in Artificial Intelligence, Neovision
Loic Lietar, CEO, GreenWaves

The 1st TinyML meetup will be held virtually as an open panel discussion with the keynote speakers. We would like to discuss the landscape and potential of today’s ultra-low power applications, recent advances and challenges in TinyML. We will encourage questions, opinions and suggestions from the audience on this subject.

Register today!

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