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

我们使用了最先进的机器学习技术，叫做神经网络。

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.

为了让一个新的神经元存活下来，必须被插入到一个现有的神经网络中，当你学习新事物时就会做到这个。

What the team is able to do with my hardware and software to create a depth segmentation map, using the focused pixels and neuronet software so that we can create portrait-mode photos in the brand-new iPhone Xr.

我的团队利用我的硬件和软件来创建景深分割，使用聚焦像素和神经网络软件，以便我们能够在全新的 iPhone Xr 中创建人像模式照片。

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

深度神经网络是以“将差最小化”为依据的一种机器学习技术。

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

就是阻断了神经网络间的通路及联系。

That's where neural networks are really powerful.

这就是神经网络大的地方。

This is not the case with deep neural networks.

但深度神经网络不是这样。

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

当提及移动设备时，神经网络有很多应用。

The Peripheral Nervous System is a network of nerves spread across our body.

外周神经系统是遍布全身的神经网络。

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

在他的职业生涯中，75岁的辛顿在深度学习和神经网络方面开创了先河。

Wow, your work on jellyfish neural nets sounds so interesting. It is.

哇，你对水母神经网络的研究听起来好有趣。的确。

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神经网络即深度神经网络。

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驱动神经网络，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。

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.

多亏了这一神经可塑性，新的突触芽得以形成并在神经元之间建立新的连接，从而化相应神经网络，并形成长期记忆。

With 3 nanometer technology, a next-generation GPU architecture, a higher performance CPU, faster Neural Engine, and support for even more unified memory, they're the most advanced chips ever built for a personal computer.

得益于 3 纳米工艺、新一代 GPU 架构、性能更的 CPU、更快的神经网络引擎，并支持更大的统一内存，造就了我们新一代个人电脑芯片。

Also, between the circular and the longitudinal muscle layer, there's a plexus, or networks of nerves, which help coordinate muscle contraction and relaxation.

另外，在内环肌和外纵肌之间，还有神经丛（神经网络）的分布；神经丛可以协调肠道平滑肌的收缩与舒张。

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——可以在学习模式的基础上创建文本、图像和其他内容的神经网络——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的目标。

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 的存档和 LAION 的数据集所获取，最终被神经网络吸收，从中学习图像的含义以及如何生成新的图像。

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、神经网络等等。

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.

现在有很多关于神经网络、机器学习和人工智能的内容，Brilliant 为所有这些主题提供了一个非常好的、易于理解的入门机会。