GitHub

What is Deep Learning?

Deep learning is a subset of machine learning that uses multi-layer neural networks to find patterns in complex, unstructured data like images, text, and audio. What sets deep learning apart is its ...
IEEE

Deep Learning-Based Channel Estimation for Massive MIMO: A Sparsity Adaptive Compressive Sensing Method and FPGA Implementation

Abstract: Massive multiple-input multiple-output (MIMO) systems face significant overhead due to the surge in the number of antennas, posing notable challenges for hardware implementation. Currently, ...
IEEE

DrlGoFPGA: FPGA Global Placement Considering Input-Output Buffer Based on Deep Reinforcement Learning and Gradient Optimization

Abstract: The placement of the input-output buffer (IOBUF) can impact the performance and power consumption of the FPGA. The existing global placement (GP) methods lack consideration for IOBUF, ...
Hosted on MSN

DenseNet Architecture Explained | Beginner’s Deep Learning Tutorial

Learn about DenseNet, one of the most powerful deep learning architectures, in this beginner-friendly tutorial. Understand its structure, advantages, and how it’s used in real-world AI applications.
C&EN

Hybrid Frameworks Integrating Deep Learning and Optimization Methods for Inverse Design in Nanophotonics

Department of Electronics and Information Engineering, Korea University, Sejong 30019, Republic of Korea Division of Smart Energy Convergence Engineering, Korea University, 2511 Sejong-ro, Sejong ...
Electronic Specifier

AI to drive faster development of 5G and 6G wireless systems

Engineers working on 5G and 6G wireless communications systems can now ensure user data integrity and maintain wireless communications systems’ reliability and performance standards while reducing ...
insideHPC

ZTE Wireless Institute Achieves Performance Breakthrough for Deep Learning with Intel FPGAs

Intel and ZTE, a leading technology telecommunications equipment and systems company, have worked together to reach a new benchmark in deep learning and convolutional neural networks (CNN). The ...