puyang

How to measure deep learning performance?

With the huge success of deep learning in various fields, there is a critical question we need to answer. How to measure deep learning performance? In 2018, NVIDA president and CEO put forward the PLASTER framework to answer it [1]. PLASTER stands for Programmability, Latency, Accuracy, Size of a model, Throughput, Energy efficiency, and Rate… Read more How to measure deep learning performance?

Blockchain + AI

I totally agree with this statement: AI is new productive forces and Blockchain is new productive relations. “AI, Blockchain and the Internet of Things” is the new “Social, Mobile and Cloud”. AI + Blockchain is a very exciting and challenging hot topic. Interestingly, AI and Blockchain have many opposite aspects [1]. For instance, AI is centralized… Read more Blockchain + AI

Blockchain 2.0, Blockchain + IoT

Blockchain Past, Now, Future Blockchain’s origin was as the base technology that supported Bitcoin. It comes from Bitcoin, but it is more than Bitcoin. Bitcoin is a very successful application built on Blockchain technology. Started in 2009, Blockchain has evolved in three phases. Blockchain 1.0 (past, now):     digital currency, like bitcoin, litecoin, dogecoin, OKcoin… Read more Blockchain 2.0, Blockchain + IoT

Is Blockchain a future? Yes, of course!

Blockchain is definitely one of the “hot” buzzwords nowadays. What is Blockchain exactly? There are many explanations of Blockchain. I love this definition [1] from The Wall Street Journal. “A blockchain is a data structure that makes it possible to create a digital ledger of transactions and share it among a distributed network of computers.… Read more Is Blockchain a future? Yes, of course!

Blockchain-based Decentralized Autonomous Organization Is Future!

  When I first came across Blockchain [1] three years ago, I realized this is a super-powerful technology which can change the whole world fundamentally. I quickly fell in love with Blockchain, did research and even wrote a Blockchain cookbook, which is widely used by my company and our clients. You may not know Blockchain,… Read more Blockchain-based Decentralized Autonomous Organization Is Future!