Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propa- gation. Similarly, new models based on kernels have had significant impact on both algorithms and applications.
标签： Bishop-Pattern-Recognition-and-Ma chine-Learning
上传时间： 2020-06-10
上传用户：shancjb
Recent work has shown that convolutional networks can be substantially deeper, more accurate, and efficient to train if they contain shorter connections between layers close to the input and those close to the output. In this paper, we embrace this observation and introduce the Dense Convo- lutional Network (DenseNet), which connects each layer to every other layer in a feed-forward fashion.
标签： Convolutional Connected Networks Densely
上传时间： 2020-06-10
上传用户：shancjb
Current field forecast verification measures are inadequate, primarily because they compress the comparison between two complex spatial field processes into one number. Discrete wavelet transforms (DWTs) applied to analysis and contemporaneous forecast fields prove to be an insightful approach to verification problems. DWTs allow both filtering and compact physically interpretable partitioning of fields. These techniques are used to reduce or eliminate noise in the verification process and develop multivariate measures of field forecasting performance that are shown to improve upon existing verification procedures.
标签： field forecast verification
上传时间： 2020-07-22
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An Arduino core for the ATmega328, ATmega168, ATmega88, ATmega48 and ATmega8, all running a [custom version of Optiboot for increased functionality](#write-to-own-flash). This core requires at least Arduino IDE v1.6.2, where v1.8.5+ is recommended. <br/> **This core gives you two extra IO pins if you're using the internal oscillator!** PB6 and PB7 is mapped to [Arduino pin 20 and 21](#pinout).<br/> If you're into "generic" AVR programming, I'm happy to tell you that all relevant keywords are being highlighted by the IDE through a separate keywords file. Make sure to test the [example files](https://github.com/MCUdude/MiniCore/tree/master/avr/libraries/AVR_examples/examples) (File > Examples > AVR C code examples). Try writing a register name, <i>DDRB</i> for instance, and see for yourself!
标签： MiniCore
上传时间： 2021-02-22
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如果 PCB 用排线连接，控制排线对应的插头插座必须成直线，不交叉、不扭曲。 连续的 40PIN 排针、排插必须隔开 2mm 以上。 考虑信号流向，合理安排布局，使信号流向尽可能保持一致。 输入、输出元件尽量远离。 电压的元器件应尽量放在调试时手不易触及的地方。 驱动芯片应靠近连接器。 有高频连线的元件尽可能靠近，以减少高频信号的分布参数和电磁干扰。 对于同一功能或模组电路，分立元件靠近芯片放置。 连接器根据实际情况必须尽量靠边放置。 开关电源尽量靠近输入电源座。 BGA 等封装的元器件不应放于 PCB 板正中间等易变形区 BGA 等阵列器件不能放在底面， PLCC 、 QFP 等器件不宜放在底层。 多个电感近距离放置时应相互垂直以消除互感。 元件的放置尽量做到模块化并连线最短。 在保证电气性能的前提下，尽量按照均匀分布、重心平衡、版面美观的标准优化布局。 按电路模块进行布局，实现同一功能的相关电路称为一个模块，电路模块中的元件应采用就近集 中原则，同时数字电路和模拟电路分开； 定位孔、标准孔等非安装孔周围 1.27mm 内不得贴装元、器件，螺钉等安装孔周围 紧固件安装孔、椭圆孔及板中其它方孔外侧距板边的尺寸大于 3mm ； 发热元件不能紧邻导线和热敏元件；高热器件要均衡分布；
上传时间： 2021-06-25
上传用户：xiangshuai
%this is an example demonstrating the Radial Basis Function %if you select a RBF that supports it (Gausian, or 1st or 3rd order %polyharmonic spline), this also calculates a line integral between two %points.
上传时间： 2021-07-02
上传用户：19800358905
This texts contemporary approach focuses on the concepts of linear control systems, rather than computational mechanics. Straightforward coverage includes an integrated treatment of both classical and modern control system methods. The text emphasizes design with discussions of problem formulation, design criteria, physical constraints, several design methods, and implementation of compensators.Discussions of topics not found in other texts--such as pole placement, model matching and robust tracking--add to the texts cutting-edge presentation. Students will appreciate the applications and discussions of practical aspects, including the leading problem in developing block diagrams, noise, disturbances, and plant perturbations. State feedback and state estimators are designed using state variable equations and transfer functions, offering a comparison of the two approaches. The incorporation of MATLAB throughout the text helps students to avoid time-consuming computation and concentrate on control system design and analysis
标签： 控制系统
上传时间： 2021-12-15
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核心板说明（1）DDR模板：RK3288-LPDDR3P232SD6-V12-20140623HXS（2）适用的平台：RK3288；（3）支持的DDR类型：LPDDR3_2PCS*32BIT（4）最大支持容量：4G（2PCS*32BIT）；（5）板层：6 Layer；（6）贴片方式：DDR器件单面贴,其它器件双面贴；（7）面积：35mm*35mm；
上传时间： 2022-02-02
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The PW5410B is a low noise, constant frequency (1.2MHz) switched capacitor voltage doubler. Itproduces a regulated output voltage from 1.8V to 5V input with up to 100mA of output current. Lowexternal parts count (one flying capacitor and two small bypass capacitors at VIN and VOUT) makethe PW5410B ideally suited for small, battery-powered applications
标签： pw5410
上传时间： 2022-02-11
上传用户：wangshoupeng199
The PW5410A is a low noise, constant frequency (1.2MHz) switched capacitor voltage doubler. Itproduces a regulated output voltage from 2.7V to 5V input with up to 250mA of output current. Lowexternal parts count (one flying capacitor and two small bypass capacitors at VIN and VOUT) makethe PW5410A ideally suited for small, battery-powered applications
标签： pw5410
上传时间： 2022-02-11
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