The wiring diagram and its supporting files amount to 1.6 petabytes’ worth of data. The map traces more than 2.5 miles (4 kilometers) of tangled-up axons, the fibers that serve as the “wiring ...

Skip to main content. Exclusive news, ... Scientists produce painstaking wiring diagram of a mouse's brain. By Will Dunham. April 9, 2025 3:10 PM UTC Updated April 9, 2025 ...

First, a selection kernel (SK) convolution module and a selection kernel deconvolution module are constructed to form convolutional layer chain and deconvolution layer chain. Second, to solve the ...

Convolutional auto-encoders have shown their remarkable performance in stacking deep convolutional neural networks for classifying image data during the past several years. However, they are unable to ...

U-Net++ designs a series of nested and dense skip paths to reduce semantic gaps, Attention U-Net (Oktay et al., 2018) proposes a novel attention gate mechanism that allows the model to focus on ...

Index Terms SCMA, codebook design, deep neural network, autoencoder, multi-task learning. ZHENG CHU, PEI XIAO, DE MI, Wanming Hao, Zihuai Lin, Qingchun Chen, RAHIM TAFAZOLLI (2022) Wireless Powered ...

The denoising and deblurring of images are the two essential restoration tasks in the document image processing task. As the preprocessing stages of the processing pipeline, the quality of denoising ...

We used the variational Bayesian approach 36-40 for multiple feature autoencoder learning, which is applied by the training algorithm called stochastic gradient variational Bayes. 36,41 The ...

We named our network Skip-Connected Deep Convolutional Autoencoder (SCDCA), which is composed of multiple layers of convolution followed by a batch normalization layer and the leaky rectified linear ...