Convolutional encoding is a process of adding redundancy to a signal stream. Lattice's Convolutional Encoder core is a parameterizable core for convolutional encoding of a continuous input data stream ...

Patch-Based Convolutional Encoder: A Deep Learning Algorithm for Spectral Classification Balancing the Local and Global Information Journal: Analytical Chemistry Published: 2024-02-07 DOI: ...

2. Related Work Convolutional neural networks (CNNs) are a common architecture for glioma segmentation, especially the encoder–decoder model. Wang et al. (2017) trained each tumor sub-region by using ...

We propose a Deep Texture Encoding Network (Deep-TEN) with a novel Encoding Layer integrated on top of convolutional layers, which ports the entire dictionary learning and encoding pipeline into a ...

The automatic classification of electrocardiogram (ECG) signals has played an important role in cardiovascular diseases diagnosis and prediction. Deep neural networks (DNNs), particularly ...