awesome-blockchain-ai

Blockchain-AI projects

A curated list of projects exploring the intersection of blockchain and AI technologies

A curated list of Blockchain projects for Artificial Intelligence and Machine Learning

GitHub
941 stars
40 watching
141 forks
last commit: 9 months ago
Linked from 3 awesome lists

artificial-intelligenceawesomeawesome-listblockchainmachine-learning

Blockchain "A blockchain is a growing list of records, called blocks, which are linked using cryptography."
Artificial Intelligence "In the field of computer science, artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals."
Machine Learning "Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use to effectively perform a specific task without using explicit instructions, relying on patterns and inference instead."
Decentralizing AI: Dreamers vs. Pragmatists. Jesus Rodriguez, May 23, 2019
How the Blockchain Could Break Big Tech's Hold on A.I. New York Times, October 20, 2018
How to Actually Combine AI and Blockchain in One Platform Hacker Noon, June 7, 2018
Blockchain-based Machine Learning Marketplaces Fred Ehrsam, March 13, 2018
The convergence of AI and Blockchain: what's the deal? Francesco Corea, December 1, 2017

Awesome Blockchain AI / Blockchains for AI algorithms
SingularityNET SingularityNET is a distributed AI platform on the Ethereum blockchain, with each blockchain node backing up an AI algorithm
Intuition Fabric The goal of Intuition Fabric is to democratize access to AI through a network of deep learning models that are stored on the interplanetary file system and accessed through the Ethereum blockchain
OpenMined OpenMined is a community focused on building open-source technology for the decentralized ownership of data and intelligence. With OpenMined, AI can be trained on data that it never has access to
Raven Protocol Raven Protocol is a decentralized and distributed deep-learning training protocol
Thought Network Thought's blockchain-enabled Fabric fundamentally changes applications by embedding artificial intelligence into every bit of data making it agile, actionable and inherently secure
MATRIX AI The Matrix AI Network is a public chain that combines AI technology with blockchain technology to solve the major challenges currently stifling the development and adoption of blockchain technology. Matrix is poised to revolutionize and democratize the field of Artificial Intelligence using a blockchain-powered decentralized computing platform
Cortex Labs Cortex Labs is a decentralized AI platform with a virtual machine that allows you to execute AI programs on-chain
Fetch.ai Fetch.ai is a decentralized machine learning platform based on a distributed ledger, that enables secure sharing, connection and transactions based on any data globally
Oraichain Oraichain is the world's first intelligent and secure solution for emerging Web3, scalable Dapps, and decentralized AI
Bittensor Bittensor is an open-source protocol that powers a decentralized, blockchain-based machine learning network
Alethea AI A research and development studio building at the intersection of Generative AI and Blockchain
Vanna Labs An Ethereum L2 rollup that supports native, seamless, and trustless AI/ML inferences on-chain to empower decentralized applications

Awesome Blockchain AI / Blockchains for AI algorithms / Blockchain projects for AI algorithms
Danku 148 over 6 years ago A blockchain-based protocol for evaluating and purchasing ML models on a public blockchain such as Ethereum
Decentralized & Collaborative AI on Blockchain 556 21 days ago 0xDeCA10B is a framework to host and train publicly available machine learning models in smart contracts with incentive mechanisms to encourage good quality training data while keeping the models free to use for prediction

Awesome Blockchain AI / Blockchains for data
Ocean Protocol Ocean Protocol is a decentralized data exchange protocol that lets people share and monetize data while guaranteeing control, auditability, transparency and compliance to all actors involved. Its network handles storing of the metadata (i.e. who owns what), links to the data itself, and more

Awesome Blockchain AI / Blockchains for computation
TrueBit TrueBit gives Ethereum smart contracts a computational boost
DeepBrain Chain A decentralized AI computing platform that supplies processing power to companies looking to develop A.I. technologies
Nunet A globally decentralized computing framework that combines latent computing power of independently owned compute devices across the globe into a dynamic marketplace of compute resources
Phala Network A decentralized off-chain compute infrastructure for Web3 development

Awesome Blockchain AI / Blockchains for AI in finance
Numerai Numerai is a hedge fund powered by a network of anonymous data scientists that build machine learning models to operate on encrypted data and stake cryptocurrency to express confidence in their models
Cindicator Cindicator is a crowd-sourced prediction engine for financial and crypto indicators
Erasure Erasure is a decentralized protocol and data marketplace for financial predictions

Awesome Blockchain AI / Blockchains for AI in medicine
doc.ai doc.ai aims to decentralize precision medicine on the blockchain by using AI
BurstIQ Healthcare data marketplace with granular ownership and granular consent of data. By using on-chain storage on a custom blockchain, BurstIQ can comply with HIPAA, GDPR, and other regulations

Awesome Blockchain AI / Academic Research
Coin.AI Baldominos, A., & Saez, Y. (2019). Coin.AI: A proof-of-useful-work scheme for blockchain-based distributed deep learning. , 21(8), 723
WekaCoin Bravo-Marquez, F., Reeves, S., & Ugarte, M. (2019, April). Proof-of-learning: a blockchain consensus mechanism based on machine learning competitions. In (pp. 119-124). IEEE
Deep Learning-Based Consensus Li, B., Chenli, C., Xu, X., Shi, Y., & Jung, T. (2019). DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services.
Proof of Deep Learning Chenli, C., Li, B., Shi, Y., & Jung, T. (2019, May). Energy-recycling blockchain with proof-of-deep-learning. In (pp. 19-23). IEEE
BlockML Merlina, A. (2019, December). BlockML: a useful proof of work system based on machine learning tasks. In (pp. 6-8)
Convergence of AI and DLT Pandl, K. D., Thiebes, S., Schmidt-Kraepelin, M., & Sunyaev, A. (2020). On the convergence of artificial intelligence and distributed ledger technology: A scoping review and future research agenda. , 8, 57075-57095
Proof of Learning Lan, Y., Liu, Y., & Li, B. (2020). Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains.
Decentralized and Collaborative AI on Blockchain Harris, J. D., & Waggoner, B. (2019, July). Decentralized and collaborative AI on blockchain. In (pp. 368-375). IEEE
Decentralized and Collaborative AI on Blockchain Harris, J. D. (2020, September). Analysis of Models for Decentralized and Collaborative AI on Blockchain. In (pp. 142-153). Springer, Cham
Hyperparameter Optimization Mittal, A., & Aggarwal, S. (2020). Hyperparameter optimization using sustainable proof of work in blockchain. , 3, 23
Proof of Federated Learning Qu, X., Wang, S., Hu, Q., & Cheng, X. (2021). Proof of federated learning: A novel energy-recycling consensus algorithm. , 32(8), 2074-2085
Proof of neural architecture Li, B., Lu, Q., Jiang, W., Jung, T., & Shi, Y. (2021, May). A mining pool solution for novel proof-of-neural-architecture consensus. In (pp. 1-3). IEEE

Backlinks from these awesome lists:

0