NeuroChain: The Intelligent Blockchain
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Abstract: The following article describes a new technology based on a distributed system such as Blockchain and powered by machine learning algorithms. The NeuroChain technology is a fusion between Blockchain and Machine Learning, and based on three pillars:
- A decision maker: A Chain of Bots
- A set of rules: the Decision Protocol (Proof of Involvement and Integrity & Proof of Workflow)
- A network and media: the Pragmatic Communication Channels (adaptive communication protocol) and Learning Ecosystem.
A Bot is a shorthand for a robot. In the current context, it is an Artificial Intelligence acting independently on a specific node in a network. They work thanks to machine learning algorithms on top of a protocol and a network. Their key aspects are that they work in association: a chain of Bots distributed in the network. An important aspect of a Bot is that it is “placed” on a node. The Bots act as validators of transactions and communicate between each other so as to guarantee security, transparency and decentralized infrastructure issues (e.g., double spending problem, Byzantine generals problem, etc.). The decision protocol is founded on two mathematical tools: the Proof of Involvement and the proof of Integrity (PII). Therefore, the proof of involvement retraces the effort realized by this specific Bot on the network. This effort is measured by the entropy and the enthalpy (amount of value / internal energy) it holds. The idea is that an important Bot answers to important needs, and is therefore heavily charged. The proof of integrity describes how reliable this Bot is. Pragmatic communication protocols are giving way to its massive adoption by corporations and individuals.
Altogether the set of Bots working independently act as members of a decentralized ecosystem of decision making. Thus, the system benefits of the advantages of a collective and collaborative artificial intelligence. The intelligence sharing process is insured by proof of workflow protocol. The dynamic system put in place, thanks to the Decision Protocol, quickly, and automatically, place in disgrace the malicious Bot (score of integrity) to prevent manipulations.
NeuroChain technology makes complex distributed applications possible (traceability issues, Crypto-Value, smart applications, smart properties, social networks or trusted distributed platforms). The NeuroChain allows a new wave of Blockchain and the true unleashing of decentralized and disintermediated economy.
Etymological definition: a Bot is a contraction by apheresis of “Robot”, and is a software application that runs automated tasks. NeuroChain designates a chain of Bots (Bot-Chain), which aims to accomplish specific elaborated and complex tasks. This configuration constitutes an ecosystem of collective artificial intelligence.
NeuroChain: is a reference to the neuron connections in the brain. NeuroChain is a chain of neurons or chain of Bots (Bot-chain).
CLAUSIUS: basic standard of Value measurement.
Keywords: NeuroChain, Bot-Chain, augmented Blockchain, Particle Physics, Smart Blockchain, Adaptive Communication layer, Machine Learning, Bots, distributed algorithms, Entropy, Enthalpy, integrity and consensus.
Note: NeuroChain is a work in progress. Intense research and minimum valuable product (MVP) testing are ongoing. Therefore, a new version of this article and new results will appear at https://neurochaintech.io . The modifications are highlighted in red.
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The diagram represents the process of analysis and decision-making of a Bot, from the input information to the value creation.