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    • 36. 发明申请
    • LINEAR PROGRAMMING SUPPORT VECTOR REGRESSION WITH WAVELET KERNEL
    • 线性编程支持向量与小波变换器的回归
    • US20090063115A1
    • 2009-03-05
    • US11848324
    • 2007-08-31
    • Zhao LuJing SunKenneth R. Butts
    • Zhao LuJing SunKenneth R. Butts
    • G06G7/48
    • G05B17/02G06F17/5009G06F17/5095
    • A support vector machine with wavelet kernel was developed for accurate modeling of nonlinear systems. A method of providing an optimized model of a nonlinear system includes using a support vector machine (SVM) having a wavelet kernel, where support vectors include a family of multidimensional wavelets. Training the SVM allows optimization of the number of support vectors, the weights of the support vectors, and the translation factors of the support vectors. Use of a novel linear programming approach reduces computational demands required for training, allowing optimized support vectors to give an optimized model of the nonlinear system. Further, on-line retraining is possible, so that the model can be adapted to changing conditions.
    • 开发了具有小波核的支持向量机,用于非线性系统的精确建模。 提供非线性系统的优化模型的方法包括使用具有小波核的支持向量机(SVM),其中支持向量包括多维小波族。 训练SVM允许优化支持向量的数量,支持向量的权重和支持向量的平移因子。 使用新颖的线性规划方法减少了训练所需的计算需求,允许优化的支持向量给出非线性系统的优化模型。 此外,在线再培训是可能的,使得该模型可以适应于变化的条件。
    • 38. 发明申请
    • Inkjet printing of layers
    • 喷墨打印层
    • US20060279619A1
    • 2006-12-14
    • US11148610
    • 2005-06-09
    • Frank AndersonJing Sun
    • Frank AndersonJing Sun
    • B41J2/17
    • H05K3/4664B41M3/006B41M3/008B41M5/0017B41M5/502C09D11/30H05K1/162H05K3/125H05K2201/0209H05K2203/013H05K2203/1163
    • A layer of material that binds to the next material to be printed is applied. In an embodiment this material is a resin containing a porous silica. The number of printing passes and amount of liquid accumulation is reduced by selecting ingredients of the ink to act both as a humectant and as a layer former, which permits the ink to have high amounts of active ingredient. In an implementation, two materials, the first an ink depositing amine and the second an ink depositing epoxy, are printed separately. They react in situ to form a single, dielectric layer. When the lower layer is a conductive metal trace or a wiring crossover on, for example, a paper substrate, a second metal trace perpendicular to the lower trace may be formed on the dielectric layer to form a capacitive circuit configuration.
    • 应用与要打印的下一个材料结合的材料层。 在一个实施方案中,该材料是含有多孔二氧化硅的树脂。 打印通过次数和液体积聚量通过选择油墨的成分作为湿润剂和作为成层剂的作用而降低,这允许油墨具有大量的活性成分。 在一个实施方案中,分别印刷两种材料,即第一种油墨沉积胺和第二种油墨沉积环氧树脂。 它们在原位反应形成单个介电层。 当下层是导电金属迹线或布线例如纸基底上时,可以在电介质层上形成垂直于下迹线的第二金属迹线以形成电容电路结构。