Enhancing 6G network security: GANs for pilot contamination attack detection in massive MIMO systems

JD Yadav, VK Dwivedi, S Chaturvedi - AEU-International Journal of …, 2024 - Elsevier
Accurate channel estimation at the base station (BS) is crucial for reliable, high-throughput
communication in massive multiple input multiple output (MIMO) systems. However, the …

Analysis of Convolutional Neural Networks for Facial Expression Recognition on GPU, TPU and CPU

AP Munanday, N Sazali, WSW Harun… - … in Applied Sciences …, 2023 - semarakilmu.com.my
In light of the increasing computational capacity provided by Central Processing Units
(CPUs), Graphics Processing Units (GPUs), and Tensor Processing Units (TPUs), all of …

Build framework and runtime abstraction for partial reconfiguration on FPGA SoCs

AR Bucknall - 2022 - wrap.warwick.ac.uk
Growth in edge computing has increased the requirement for edge systems to process
larger volumes of real-time data, such as with image processing and machine learning; …

DConvLSTM: An Autotuning Distributed CNN Model in Cloud Environment for Optimized Accuracy, Scaling, and Execution Time

H Sriraman, S Lokesh, J Sai - 2022 - researchsquare.com
Artificial Intelligence (AI) and deep learning have altered the digital landscape. Data grows
in lockstep with technological advancements. The training procedure for Deep Learning …