Decentralized Machine Learning

Decentralized Machine Learning

Trading
14,198 Views
Utilize untapped private data in individual devices for machine learning with privacy protected.<br /> <br /> Unlock innovation by creating a developer community and competitions in algorithm marketplace.<br /> <br /> Leverage processing power of all connected devices for running machine learning algorithms.
General
Website: Visit
White paper: Read
Dates: TBA
Token info
Ticker: DML
Total supply: 272,937,006.00000 DML
Financial
ICO Price: ≈ 0.144516 USD
Screenshots taken on 31 May 2018
February 2016
Google published the research paper on federated learning<br /> <br />
March 2016
AlphaGo beat Lee Sedol in Go<br /> <br />
March 2017
Idea generation of decentralization in machine learning<br /> <br />
April 2017
Google published research blog in federated learning<br /> <br />
May 2017
Development of proof of concept<br /> <br />
September 2017
Idea generation of decentralization in algorithms<br /> <br />
December 2017
Whitepaper published and DecentralizedML.com online<br /> <br />
February 2018
Release of DML Protocol Gen 0 (DML Algo Marketplace) Prototype<br /> <br />
April 2018
Token Generation Event and Launch of DML Protocol Gen 0 (DML Algo Marketplace) Beta<br /> <br />
May 2018
DML Algo Marketplace online<br /> <br />
June 2018
Release of DML Protocol Gen 1 alpha (decentralized machine learning on-device private data)<br /> <br /> Research of state channels for increasing DML scalability<br /> <br />
July 2018
First DML Algo competition to grow and support developers’ community<br /> <br /> Release of DML Protocol Gen 1 beta<br /> <br />
September 2018
DML Protocol Gen 1 online<br /> <br />
December 2018
Release of customized state channels for increasing DML scalability<br /> <br />
Q1 2019
Release of DML Protocol Gen 2 beta (decentralized machine learning on-device private data with third-party service and data access)<br /> <br /> Research of multi-chain support and interoperability<br /> <br />
Q2 2019
DML Protocol Gen 2 online<br /> <br />
July 2019
Release of DML Protocol Gen 3 beta (decentralized machine learning on-device private data with third-party service and data access and mobile sensors/ IoT connection capability)<br /> <br />
September 2019
DML Protocol Gen 3 online<br /> <br />
Q4 2019
Research of general purpose API start for expanding usage of DML marketplace from machine learning to general applications<br /> <br />
Q1 2020
Research of new blockchain supporting mass adaption of general purpose decentralized applications and data privacy<br /> <br />
Q2 2020
Release of DML Protocol Gen 4 beta (Support deployment of general applications)<br /> <br />
Q4 2020
DML Protocol Gen 4 online<br /> <br />
Victor Cheung
Blockchain Developer
Participates in a number of projects
Michael Kwok
Project Lead Director
Participates in a number of projects
Jacky Chan
Blockchain and Software Developer
Participates in a number of projects
Wilson Lau
Machine Learning Engineer
Participates in a number of projects
Patrick Sum
System Security Engineer
Participates in a number of projects

Advisors (12)

Pascal Lejolif
Participates in a number of projects
Guillaume Huet
Participates in a number of projects
Michael Edesess
Participates in a number of projects
Roderik van der Graaf
Participates in a number of projects
Kyle Wong
Participates in a number of projects
Scott Christensen
Participates in a number of projects
Steven Cody Reynolds
Participates in a number of projects
Matthew Slipper
Participates in a number of projects
Jesmer Wong
Participates in a number of projects
Eugene Tay
Participates in a number of projects
Eric Byron
Participates in a number of projects
Fabrice Fischer
Participates in a number of projects
ICO List
Other Interesting ICOs
Active
LERN360
LERN360 is a blockchain-powered, AI-enhanced decentralized learning platform that offers multilingual, skill-based education and incentivizes learners and educators with tokenized rewards. The platform transforms global education through verifiable and accredited micro-credentials, smart learning, and learn-to-earn models.
Active
tokenforge
Tokenforge is a Germany-based infrastructure provider for the compliant tokenization of Real-World Assets (RWA). Since 2021, it has launched over 30 TokenSuite instances across five EU jurisdictions, fully aligned with MiCAR, eWpG, MiFID II, and national frameworks. The core product, TokenSuite, is API-first and modular, integrating KYC/KYB, e-signatures, custody, payments, and other regulated third-party services. Built under BaFin oversight, tokenforge integrates blockchain technology with traditional financial infrastructure. TokenSuite includes regulated services such as KYC, custody, payments, and registrar functions, ensuring compliance across different jurisdictions. The infrastructure will be expanded with EchoLayer, a decentralized network layer that enables cross-platform asset interaction, affiliate programs, and shared market access. Complementing this, IRIS is an AI-powered insights engine in development, designed to provide advanced analytics and decision support for asset structuring, placement, and lifecycle management within the ecosystem. At the core of tokenforge’s infrastructure is $TKFG, the native utility token. It enables issuers to access a 20% discount on service fees through staking and unlocks further benefits as the ecosystem evolves. tokenforge’s infrastructure is designed for institutional-grade scalability and positions itself as a foundational layer for the regulated digital asset industry in Europe.
Active
Rivalz
Rivalz is redefining AI infrastructure by creating an AI Intel Layer to unlock new agentic economies. Built on a dual-chain DePIN architecture using Dymension and Arbitrum, Rivalz addresses one of the biggest bottlenecks in AI today: access to AI-ready, verifiable, and secure data. As we envision the web3 space to become agentic and overtake humans in the amount of transactions over time, what Rivalz is building is key for enabling this future. The core challenge that Rivalz is addressing is the need for AI-ready, verifiable and accessible data and later on intelligence. Rivalz offers a hybrid solution combining decentralized storage and high-speed agent-centric connectivity networks that cater specifically to AI's demands, ushering in the era of the agentic economy.
Upcoming
MeconCash
We intend to develop MeconCash into a platform that allows user’s assets to be transferred and traded between different types of services by integrating point reward systems, contents purchase, and settlement, which are currently operated separately between existing services and those under development. To that end, we will build the reward and settlement system, develop the API to connect it with other services, and build an ecosystem that can be used in the on- and off-line real economy. All this will ensure the usability, connectivity, and sustainability of MeconCash. We will develop a variety of mobile-based applications, games, and contents on the platform and link it with such services as online marketplaces where users can purchase products. The reward system used by a service generally invalidates the rewards owned by users when the service is terminated. MeconCash, however, can transform the rewards obtained from using our services into valuable assets. As such, users will be able to fulfill the demand for new services with MeconCash even when the services they use are terminated, make transactions between them, and use the assets in the real economy. We will stabilize the MeconCash ecosystem by developing new blockchain-based businesses and linking it with external services which already exists. Additionally, MeconCash will be available in 70% of ATMs in Korea so that users can directly withdraw MeconCash to fiat money.
Active
Innou
INNOU is a digital ecosystem, aiming to become the world’s first completely decentralized multimedia marketplace. Gaming, News Channel, Instant Messaging and the Integrated Wallet are just a few of the modules incorporated in the final mobile app, which we launch. With INNOU we want to bridge the gap between the fiat and digital money systems. Therefore, INNOU will be built as a hybrid model of blockchain technology and classical web services. INNOU will provide secure and transparent transactions, entertainment, messaging services, and an ‘on demand’ platform for content creators. Overall, we follow our strategy to include multiple sustainable features, such as planting trees in deforested areas through the game. The community will be able to create and discover economic niches and earn money while following their passion on a global scale. By implementing the largest cryptocurrencies into one single wallet, we will create a marketplace that is independent from any major currency and enables the users to list, sell and advertise their goods and services.
Active
Liker
LIKER WORLD is a block-chain-based educational content platform. This is accompanied by a donation policy related to educational projects. Innovation in future education through technology is oriented towards a better society and humanity. Based on the idea that all corporate activities should pursue social values, LIKER has 3 main aspects: TRUST, REWARD, and DONATION.