News

CNN26d
Lesley Lokko is on a mission to transform architecture, fostering a new generation of ‘more dynamic thinkers’ - CNN International
When Lesley Lokko was a young student in 1990s London, architecture was a place of openness and experimentation. And yet, she felt the discipline was incapable of thinking beyond European concepts ...
CNN23d
A weakened Iran has few options for striking back after Israel’s devastating blows | CNN - CNN International
In the face of Israel’s far-reaching strikes Friday, it’s not clear that Iran – its longtime foe – has the capacity to muster the furious response that might be expected.
GitHub18d
FPGA-Based Accelerator for MNIST Classifier (CNN Architecture)
This project implements a Convolutional Neural Network (CNN) on an FPGA to classify handwritten digits from the MNIST dataset. The goal is to accelerate inference using custom RTL hardware optimized ...
IEEE1d
Dynamic Semantic Compression for CNN Inference in Multi-Access Edge Computing: A Graph Reinforcement Learning-Based Autoencoder - IEEE Xplore
This paper studies the computational offloading of CNN inference in dynamic multi-access edge computing (MEC) networks. To address the uncertainties in communication time and edge servers’ available ...
GitHub16d
GitHub - Kwen-Chen/MNIST-Digit-Recognition-CNN: A deep learning project for handwritten digit recognition using Convolutional Neural Networks (CNN) on the MNIST dataset.
输出文件 训练完成后， output/ 目录将包含： mnist_cnn_best_acc_99.17.pth - 最佳准确率模型权重 mnist_cnn_final.pth - 最终模型权重 training_metrics.png - 训练指标可视化图表 prediction_demo.png - 预测演示图表（运行demo.py后生成） output.log - 详细训练日志 ...
IEEE23d
Sparsity Exploration for Structured and Unstructured Weight Formations in CNN Architecture
The Convolutional Neural Network (CNN) is a frequently used algorithm used technique for processing pixel data and visual images. Nevertheless, the utilization of extensive network sizes poses ...