Computational method cuts through the noise to bring clarity to single-cell analysis

The world of cells is surprisingly noisy. Each cell carries unique genetic information, but when we try to measure cellular ...
The New York Times

Bank Transfer Signals Syria Is Making Strides in Ending Economic Isolation

The bank-to-bank transfer using the SWIFT system was symbolically important, indicating the war-torn country was reintegrating into the global financial community. By Neil MacFarquhar and Reham ...
Scientific Research Publishing

Wen, T. and Zhang, Z. (2018) Deep Convolution Neural Network and Autoencoders-Based Unsupervised Feature Learning of EEG Signals. IEEE Access, 6, 25399-25410.

ABSTRACT: The rapid growth of unlabeled time-series data in domains such as wireless communications, radar, biomedical engineering, and the Internet of Things (IoT) has driven advancements in ...
IEEE

MTSNet: Convolution-based Transformer Network with Multi-scale Temporal-Spectral Feature Fusion for SSVEP Signal Decoding

Abstract: Improving the decoding performance of steady-state visual evoked (SSVEP) signals is crucial for the practical application of SSVEP-based brain-computer interface (BCI) systems. Although ...
GitHub

convolution_neural_network.py

Name - - CNN - Convolution Neural Network For Photo Recognizing Goal - - Recognize Handwriting Word Photo Detail: Total 5 layers neural network * Convolution layer * Pooling layer * Input layer layer ...
GitHub

convolution_neural_network.py

self, conv1_get, size_p1, bp_num1, bp_num2, bp_num3, rate_w=0.2, rate_t=0.2 :param conv1_get: [a,c,d], size, number, step of convolution kernel :param size_p1 ...