This white paper describes the implementation of a low-precision accelerator for CNN 4-bit XDPU on the Zynq UltraScale+ MPSoC and Zynq-7000 SoC families (16nm and 28nm), which takes full advantage of ...

One prominent application of IMC is that of performing matrix-vector multiplication in (1) time complexity by mapping the synaptic weights of a neural-network layer to the devices of an IMC core.

In this first in a series on convolutional neural networks (CNNs), we discuss the advantages of CNNs vs. classic linear programming describe the CNN ... The results are then passed into the pooling ...

A Convolutional Neural Network (CNN) is a form of artificial intelligence that plays a key role in the AI ecosytem due to its ability to analyze and understand visual data. The need to decipher ...

The method combines a convolutional neural network with bidirectional long short-term memory, attention mechanism, and natural gradient boosting. March 20, 2025 Lior Kahana ...