News

IEEE10mon
Fault Diagnosis for Inverter-Fed Motor Drives Using One Dimensional Complex-Valued Convolutional Neural Network | IEEE Journals & Magazine | IEEE Xplore
Abstract: This paper proposed a new one dimensional complex-valued convolution neural network (1D CVCNN) model to diagnose power switch open-circuit fault of three-phase inverter-fed PMSM system. The ...
Frontiers2y
Prediction of protein secondary structure based on an improved channel attention and multiscale convolution module - Frontiers
The one-dimensional convolution module consists of one-dimensional convolution operations, batch regularization, and Mish activation functions. It is responsible for converting a 700 × 512 feature map ...
syncedreview3y
Integrating Self-Attention and Convolution: Tsinghua, Huawei & BAAI’s ACmix Achieves SOTA Performance on CV Tasks With Minimum Cost | Synced
Convolution and self-attention practically share the same operation on projecting the input feature maps through 1×1 convolutions, which is also the computation overhead for both modules. Although ...
Analytics India Magazine4y
What Is A Convolutional Layer? - Analytics India Magazine
Fig1: Convolution operation Strides defines the motion of the filter; if you set stride=1, which is the default value, the kernel takes one step at a time. Usually, the filter size is smaller than the ...