We use the most advanced machine learning techniques called neural networks.

我们使用了最先进机器学习技术，叫做网络。

In order for a new neuron to survive, it has to get plugged into an existing neural network, and that happens when you learn new things.

为了让一个新元存活下来，它必须被插入到一个现有网络中，当你学习新事物时就会做到这个。

And we also automatically analyze your neural network to make best use of hardware acceleration.

我们还自动分析你网络以便更好地利用硬件加速。

Deep neural networks learn by minimizing the error in their predictions.

深度网络是以“将预测误差最小化”为依据一种机器学习技术。

Basically, it interrupts the pathways and the communication between your neural networks.

就是它阻断了网络间通路及联系。

That's where neural networks are really powerful.

这就是网络真正强地方。

This is not the case with deep neural networks.

但深度网络不是这样。

There are many applications of neural networks when it comes to mobile devices.

当提及移动设备时，网络有很多应用。

Over the past two decades, the technology has gone through a complete overhaul, shifting from a basic pattern matching tool to a sophisticated neural network that handles more than 130 languages.

在过去二十年里，这项技术历了彻底革新，从一个基本模式匹配工具转变为一个复杂网络，可以处理 130 多种语言。

Thanks to the phenomenon of neuroplasticity, new synaptic buds are formed, allowing new connections between neurons, and strengthening the neural network, where the information will be returned as long-term memory.

多亏了这一可塑性，新芽得以形成并在元之间建立新连接，从而强化相应网络，并形成长期记忆。

During his career, the 75-year-old Hinton has pioneered work on deep learning and neural networks.

在他职业生涯中，75岁辛顿在深度学习和网络方面开创了先河。

He and his collaborators developed a multi-layered neural network, a deep neural network.

辛顿和他团队共同开发了一种多层网络即深度网络。

Artificial intelligence has reinvented computing, from human coding to machine learning, from software running on CPUs to neural networks running on GPUs, and from following instructions to understanding, reasoning, planning, and using tools.

人工智能重塑了计算逻辑：从人工编码迈向机器学习，从CPU运行软件迈向GPU驱动网络，从单纯执行指令，升级为自主理解、逻辑推理、规划决策与工具运用。

Researchers hope that generative AI — neural networks that can create text, images and other content on the basis of learnt patterns — will speed up development and help to unlock antibody drugs for targets that have resisted conventional design approaches.

研究人员希望，生成式人工智能——可以在学习模式基础上创建文本、图像和其他内容网络——将加速开发，并帮助开发抗体药物，用以针对传统设计方法无法实现目标。

And this, there's a lot of stuff these days about like, neural networks and machine learning, and AI, and Brilliant gives a really good, accessible introduction to all of those topics.

现在有很多关于网络、机器学习和人工智能内容，Brilliant 为所有这些主题提供了一个非常好、易于理解入门机会。

The next step is to create a model, and this involves selecting an algorithm to analyze the data. There are so many machine learning algorithms out there, such as decision trees, neural networks and so on.

下一步是创建模型，这涉及选择一种算法来分析数据。那里有很多机器学习算法，比如决策树、网络等等。

Somehow, these private medical images ended up online, then in Common Crawl's archive and LAION's dataset, and were finally ingested into the neural networks as they learned about the meaning of images, and how to make new ones.

不知何故，这些私人医疗图像最终出现在网络上，然后被 Common Crawl 存档和 LAION 数据集所获取，最终被网络吸收，从中学习图像含义以及如何生成新图像。

" A deepfake is a video where an individual's face has been altered by a neural network to make an individual do or say something that the individual has not done or said."

“‘深度伪造’是指用网络将视频中人脸换掉，使视频里人做出真人并未做过事，或说出真人并未说过话。”

The neural network is trained on hundreds of millions of images paired with captions and can translate virtually any text prompt into a relevant image, even seemingly random prompts.

网络对数亿张配上字幕图像进行了训练，可以将几乎任何文本提示翻译成相关图像，甚至是看似随机提示。

And when we studied the brains of experienced meditators, we found that parts of a neural network of self-referential processing called the default mode network were at play.

当我们研究资深冥想者脑时，我们发现了网络里面 「自我指认流程」部分被称为「预设模式网络」正在产生引响。