DeepBrain Chain is an artificial intelligence computing platform driving by blockchain technology
The DeepBrain team is the pioneer in natural language processing (NLP) in China with tens of millions of users. It was ranked first in the Enterprise Sector in the Evaluation of Chinese Human-Computer Dialogue Technology (SMP2017 ECDT) organized by Harbin Institute of Technology in August this year, outperforming 30 top national AI teams from both the industry and academia. With years of experience in the AI industry, the team knows better than anyone what the pain points of the industry are.
With the exponential development of GPU computing power, big data, Internet of things, sensors, and other fields over the past few years, artificial intelligence has begun to break out, in a way that futuristic technologies such as facial recognition and voice interaction are being integrated into our lives day by day. But still there are a number of problems in this area:
- Data model training process needs to consume a large amount of computing resources. This leads to the fact that many manufacturers have to invest a lot of money to purchase GPU, FPGA, and other hardware resources.
- AI products still need to be decoded by neural network after launching. The user access frequency in different time periods will change, and one-time purchase of a large number of computing resources will inevitably result in idle resources.
- Companies that make artificial intelligence products need to continually annotate low-quality data or directly purchase high-quality data, but most data involve the issue of user privacy, and data providers only hope that the data are not duplicated. They just sell the right to use the data, but not sell ownership, which is now almost impossible to do. Because the data receiver cannot access the data, it is impossible to train the data.
The DeepBrain team has been working on cutting-edge AI technology and develop a decentralized, low-cost, and private AI computing platform and also provide perfect peripheral products.
Problems to be solved in DeepBrain Chain design:
- Low cost;
- Optimization of neural network computing performance;
- Highly concurrent;
- Low latency;
- Privacy protection;
- Flexible supply;
- Automatic operation and maintenance.
The DeepBrain Chain token (calles DBC) is traded via smart contract based on NEO, and the mining node is encouraged according to the incentive system designed by the smart contract.
The DeepBrain Chain is a decentralized neural network. The calculating demands of enterprises will be distributed to countless mining nodes all over the world. It will get DBC as a return when the nodes deployed computational mirror image successfully and the GAS fee each enterprise need to pay is far less than the intrinsic fee.
The DeepBrain Chain is also a secure data trading platform. Both of the trading parties don’t need to worry about data leakage or reselling. Blockchain technology is used to realize the separation of data ownership and usage rights drastically. Thus, the value of data will be promoted greatly.
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