This should sound vaguely familiar, because it's a lot like a convolution.

这应该听起来有点熟悉，因为它很像一次卷积。

Moreover, separable deep convolution blocks were employed to enhance object feature information and reduce model computation.

此外，采用了可分离深度卷积块，以增强对象特征信息并减少模型计算量。

Machine learning kernels such as LSTMs, convolutions, and neuron layers are included as well as an expanded set of matrix math operations.

机器学习内核，比如 LSTMs、卷积码和也包括在内，还有扩展矩阵数学操作。

To find anything approaching the violence and convolution of Hardy's plots one must go back to the Elizabethan drama.

要找到任何接近哈代情节暴力和错综复杂东西，我们必须回到伊丽莎白时代戏剧。

This operation, of applying a kernel to a patch of pixels, is call a convolution.

这个操作，即将卷积核应用于一组像素上，被称为卷积。

Humanity thus rises naturally out of humility, and twists the cords of love that in various convolutions entangle the heart.

人性因此从谦卑中自然而然地升起，并绕着绕在心间爱绳索。

Sometimes when  students see the definition of a convolution out of context, it can seem a little intimidating.

有时当学生在没有上下文情况下看到卷积定义时，可能会觉得有点吓人。

There's some added steps with carries and the like but the core step is a convolution.

有一些额外进位步骤之类，但核心步骤是卷积。

That second lesson is also meant to be the follow  on to the convolutions video that I promised.

那第二节课也是作为我承诺卷积视续。

In fact, if we pass a neuron 2D pixel data, rather than a one-dimensional list of inputs, it's exactly like a convolution.

事实上，如果我们向传递二维像素数据，而不是一维输入列表，这就正好像是一个卷积。

For there drifted out to Soapy's ears sweet music that caught and held him transfixed against the convolutions of the iron fence.

甜美音乐飘进索比耳朵，把他吸引住了，他把身体紧紧地贴在那盘旋形铁栅栏上。

Which is pretty neat, expanding a polynomial and collecting like terms is exactly the same process as a convolution.

将多项式展开并合并同类项过程正好与卷积相同，这挺酷。

What makes that so interesting is that convolutions feel, in principle, a lot more complicated than simple multiplication.

有趣是，原则上， 卷积感觉比简单乘法复杂得多。

The very first convolutional layer might find things like edges, as that's what a single convolution can recognize, as we've already discussed.

首个卷积层可能会找到像边缘这样东西，因为单个卷积就能识别这些，正如我们之前讨论那样。

This technique uses a convolutional neural network to accomplish something similar, but in the end, it doesn't give us an image, but a set of convolution kernels.

这项技术用了卷积网络以完成类似东西，但最终它并没有给出一副画面，而是一系列卷积核心程序。

What  that means is that as you apply this process of repeated convolutions, a Gaussian doesn't  change.

这意味着当你反复进行卷积操作时，高斯分布不会发生变化。

It may give them a permanent taste for what is abstruse and infinitely subtle — at the expense of anything that doesn't pass an exaggerated threshold of convolution.

这可能会让他们对深奥和无限微妙东西产生永久兴趣——以牺牲所有没有通过夸大卷积阈值东西为代价。

The architecture of MS-FRCNN is improved to detect lower-level features by incorporating feature maps from shallower convolution feature maps for regions of interest (ROI) pooling.

MS-FRCNN架构过改进，通过在感兴趣区域（ROI）池化过程中融入更浅卷积特征图特征图，以实现对低级特征有效检测。

But the prose writer, without these restrictions, accumulated clauses, petered out in interminable catalogues, tripped and stumbled over the convolutions of his own rich draperies.

但是，散文作家如果没有这些限制，就会积累大量条款，在无休无止目录中逐渐消失，在自己丰富帷幔盘旋中绊倒和绊倒。

And one thing worth noticing is that as we do this convolution, it's possible to get negative values.

值得注意是， 在进行卷积运算时，可能会得到负值。