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

这该听起来有点熟悉，因为它很像一次。

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，比如 LSTMs、码和神经元也包括在内，还有扩展的矩阵数学操作。

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

要找任何接近哈代情节的暴力和错综复杂的东西，我们必须回伊丽莎白时代的戏剧。

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

这个操作，即将用于一组像素上，被称为。

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，并绕着绕在心间的爱的绳索。

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的情况下看的定义时，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.

有一些额外的进位步骤之类的，但心步骤是。

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的视频的延续。

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，如果我们向神经元传递二维像素数据，而不是一维输入列表，这就正好像是一个。

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

甜美的音乐飘进索比的耳朵，把他吸引住了，他把身体紧紧地贴在那盘旋形的铁栅栏上。

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的过程正好与相同，这挺酷的。

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

有趣的是，原则上， 感觉比简单的乘法复杂得多。

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

首个层可能会找像边缘这样的东西，因为单个就能识别这些，正如我们之前讨论的那样。

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.

这项技术用了神经网络以完成类似的东西，但最终它并没有给出一副画面，而是一系列的心程序。

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的东西产生永久的兴趣——以牺牲所有没有通过夸大的阈值的东西为代价。

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的架构经过改进，通过在感兴趣区域（ROI）池化过程中融入更浅特征图的特征图，以实现对低级特征的有效检测。

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，就会累大量的条款，在无休无止的目录中逐渐消失，在自己丰富的帷幔的盘旋中绊倒和绊倒。

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

值得注意的是， 在进行运算时，可能会得负值。