杰弗里·欣顿

    Geoffrey Everest Hinton CC FRS FRSC是一位英裔加拿大认知心理学家和计算机科学家,最著名的工作是人工神经网络。自2013年以来,他一直在谷歌和多伦多大学工作。2017年,他共同创立并成为多伦多病媒研究所的首席科学顾问。

杰弗里·欣顿(Geoffrey Hinton)名言

In a sensibly organised society, if you improve productivity, there is room for everybody to benefit.

在一个组织合理的社会里,如果你提高生产力,每个人都有受益的空间。

杰弗里·欣顿

All you need is lots and lots of data and lots of information about what the right answer is, and you'll be able to train a big neural net to do what you want.

你所需要的只是关于正确答案的大量数据和信息,你就能训练出一个大的神经网络来做你想做的事情。

杰弗里·欣顿

I got fed up with academia and decided I would rather be a carpenter.

我受够了学术界,决定宁愿当木匠。

杰弗里·欣顿

The brain has about ten thousand parameters for every second of experience. We do not really have much experience about how systems like that work or how to make them be so good at finding structure in data.

大脑每一秒的经验都有大约一万个参数。对于这样的系统是如何工作的,或者如何使它们能够很好地发现数据中的结构,我们并没有太多的经验。

杰弗里·欣顿

My father was an entomologist who believed in continental drift. In the early '50s, that was regarded as nonsense. It was in the mid-'50s that it came back. Someone had thought of it 30 or 40 years earlier named Alfred Wegener, and he never got to see it come back.

我父亲是昆虫学家,他相信大陆漂移。在50年代早期,这被认为是无稽之谈。它是在50年代中期回来的。早在三四十年前,就有人想到过它,名叫阿尔弗雷德·韦格纳,但他再也没有看到它回来。

杰弗里·欣顿

In science, you can say things that seem crazy, but in the long run, they can turn out to be right. We can get really good evidence, and in the end, the community will come around.

在科学上,你可以说一些看似疯狂的话,但从长远来看,它们可能是对的。我们可以得到很好的证据,最终,社区会回心转意的。

杰弗里·欣顿

Deep learning is already working in Google search and in image search; it allows you to image-search a term like 'hug.' It's used to getting you Smart Replies to your Gmail. It's in speech and vision. It will soon be used in machine translation, I believe.

深度学习已经在谷歌搜索和图像搜索中发挥作用;它可以让你用图像搜索一个词,比如“拥抱”,用来给你的Gmail提供聪明的回复。在语言和视觉上。我相信它很快就会被用于机器翻译。

杰弗里·欣顿

A deep-learning system doesn't have any explanatory power.

深度学习系统没有任何解释力。

杰弗里·欣顿