Frontiers

DTCNet: finger flexion decoding with three-dimensional ECoG data

School of Big Data, Zhuhai College of Science and Technology, Zhuhai, China ECoG signals are widely used in Brain-Computer Interfaces (BCIs) due to their high spatial resolution and superior signal ...
IEEE

TCGAN: Temporal Convolutional Generative Adversarial Network for Fetal ECG Extraction Using Single-Channel Abdominal ECG

Abstract: Noninvasive fetal ECG (FECG) monitoring holds significant importance in ensuring the normal development of the fetus. Since FECG is usually submerged by maternal ECG (MECG) and background ...
Frontiers

N-Net: Lesion region segmentations using the generalized hybrid dilated convolutions for polyps in colonoscopy images

Colorectal cancer is the cancer with the second highest and the third highest incidence rates for the female and the male, respectively. Colorectal polyps are potential prognostic indicators of ...
GitHub

3D Convolution Transpose + Layer norm leads to error RuntimeError: ones needs to be contiguous

Run layer norm after 3D transpose convolution leads to an error regarding "contiguous tensor". A similar issue with 2D transpose conv can be found at #33168. To ...
GitHub

Bug in Transpose Convolution Padding

Padding for transpose convolutions under certain parameter combinations fails to distribute the padding as expected. This can, in extreme cases, lead to highly skewed outputs. This can happen ...