Papers Layout Design
“Layout Design” 태그가 달린 논문 65편 · 필터 해제
Sparse Winograd Convolutional neural networks on small-scale systolic arrays
The reconfigurability, energy-efficiency, and massive parallelism on FPGAs make them one of the best choices for implementing efficient deep learning accelerators. However, state-of-art implementations seldom consider th…
Layout DesignDeep learning based inverse method for layout design
Layout design with complex constraints is a challenging problem to solve due to the non-uniqueness of the solution and the difficulties in incorporating the constraints into the conventional optimization-based methods. I…
Deep LearningLayout DesignTraining a Fully Convolutional Neural Network to Route Integrated Circuits
We present a deep, fully convolutional neural network that learns to route a circuit layout net with appropriate choice of metal tracks and wire class combinations. Inputs to the network are the encoded layouts containin…
Layout DesignGenetic Algorithm Based Floor Planning System
Genetic Algorithms are widely used in many different optimization problems including layout design. The layout of the shelves play an important role in the total sales metrics for superstores since this affects the custo…
Layout DesignA Robust Panel Extraction Method for Manga
Automatically extracting frames/panels from digital comic pages is crucial for techniques that facilitate comic reading on mobile devices with limited display areas. However, automatic panel extraction for manga, i.e., J…
Layout Design