Tag: deepmind

Drawbacks of Deep Learning

by on July 19, 2018 3:40 pm
In order to solve a problem, deep learning enables machines to mirror the human brain by making use of artificial neural networks. These networks are known to run a variety of applications such as speech recognition devices like Siri and Neuro-Linguistic Programming. Deep learning has hence been recognized as one of the major research areas… Read more Drawbacks of Deep Learning

Generative Adversarial Networks: The Future of Deep Learning?

by on August 4, 2017 9:55 am
While deep learning models have been able to achieve state-of-the-art results in image recognition and natural language processing tasks, their capabilities are still limited (https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf, https://www.nature.com/nature/journal/v518/n7540/pdf/nature14236.pdf). Humans can learn patterns from only little data, but current deep learning models require thousands of samples (http://www.cell.com/neuron/pdf/S0896-6273(17)30509-3.pdf). Similarly, humans can succeed at a wide variety of tasks, but… Read more Generative Adversarial Networks: The Future of Deep Learning?

Trust me, I’m a medically trained device

by on July 26, 2017 11:29 am
On the morning of the 27th of June 2017, Stanford Medicine and Duke University School, welcomed a few volunteers into their offices. Every participant had to sign a consent form before they could collect two devices that will monitor their biomedical stats for the next few years (heartbeat, activity, sleep pattern etc.). The project is… Read more Trust me, I’m a medically trained device

Google’s AI: From DeepMind to One Model

by on July 14, 2017 11:37 am
One of the most memorable events in AI history was IBM’s Deep Blue beating chess champion Garry Kasparov. In March 2016 history was rewritten as Google’s AlphaGo beat Go master Lee Sedol, then in May 2017 beating Go champion Ke Jie. Although AlphaGo’s win was all over the news and reached many people with its… Read more Google’s AI: From DeepMind to One Model

AI: where it's at and where it's headed

by on July 13, 2017 11:19 pm
Over the past few years, artificial intelligence has been a hot topic surrounded by excitement and uncertainty regarding how the rise of intelligent machines could change our lives. When most people think about AI, they tend to picture a supercomputer capable of performing any given task considerably better and faster than any human could. Having… Read more AI: where it's at and where it's headed