Semiconductor Engineering

AI Starting To Simplify Design Of Programmable Logic

Designing and deploying DSPs FPGAs aren’t the only programmable hardware option, or the only option challenged by AI. While AI makes it easier to design DSPs, there are rising complexities due to the ...
IEEE

The Energy-Efficient Hierarchical Neural Network with Fast FPGA-Based Incremental Learning

Abstract: The rising computational and energy demands of deep learning, particularly in large-scale architectures such as foundation models and large language models (LLMs), pose significant ...
GitHub

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning

Welcome to the official codebase for Franca (pronounced Fran-ka), the first fully open-source vision foundation model—including data, code, and pretrained weights. Franca matches or surpasses the ...
IEEE

Research and Development of FPGA Layout and Routing Algorithms: From Traditional Methods to Open Source Frameworks and 3D Integration

Abstract: This article provides an overview of the evolution of FPGA layout and routing algorithms, covering traditional methods (such as K-L algorithm), open-source frameworks (Yosys+NextPNR), and 3D ...