Semiconductor Engineering

AI Starting To Simplify Design Of Programmable Logic

AI is beginning to make inroads into designing and managing programmable logic, where it can be used to simplify and speed up portions of the design process. FPGAs and DSPs are st ...
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

MorphBungee-Tiny: An Ultra-Low-Cost FPGA Implementation of Neuromorphic Architecture With High-Accuracy On-Chip E-Prop Learning

Abstract: Neuromorphic processors leverage brain-inspired spike-based sparse computation to gain energy efficiency for edge-node intelligence. Yet, achieving high-accuracy on-chip learning for in-situ ...