IEEE

FPGA Implementation of High-Speed Accelerators for CNN Architecture Using 3D Systolic Array Architecture

Abstract: Convolution Neural Networks (CNNs) are pivotal in image processing. Prominent CNN models include SqueezeNet, MobileNet, Xception, VGG-16, and AlexNet. These models transform 2D data to 1D, ...
IEEE

Investigation on the 3D Memristor Array Architecture for 3D Reservoir Computing System Implementation

Abstract: Three-dimensional reservoir computing (3D RC) system is an energy efficient recurrent neural network for achieving high area efficiency. Considering the physical implementation of 3D RC by ...