IEEE

Sonar Image Matching Optimization Using Convolution Approach Based on Clustering Strategy

Abstract: Sonar image matching is the fundamental for large-scale seafloor image acquirement and multisource data fusion. However, initial matching results include numerous errors, and current ...
Frontiers

Correction: Short-time photovoltaic output prediction method based on depthwise separable convolution Visual Geometry group- deep gate recurrent neural network

Clevert, D.-A., Untertiner, T., and Hochreiter, S. (2016). Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs). arXiv [Preprint]. Available ...
IEEE

Enhancing Linearity and Efficiency in Multi-Bit MAC Computation for Convolution in DNNs Using SRAM Array

Abstract: This paper introduces a novel method to enhance the linearity of the multi-bit Multiply and accumulate (MAC) operation for reliable and energy-efficient convolution computation in ...