It’s Been a Decade of AI in the Drug Discovery Race. What’s Next?
The year 2012 is often regarded as the beginning of the deep learning revolution. That year, Alexnet, the deep learning model proposed in the research paper Imagenet Classification with Deep Convolutional Neural Network by Alex Krizhevs ky and his colleagues, won the large-scale visual recognition challenge ImageNet — completely dominating over other machine learning competitors. Scientists at Google’s mysterious X lab built a neural network of 16,000 computer processors with one billion connections,