ALLPCB
CNN Image Classification Strategy
Explains how BagNets show ImageNet classification relies on local bag-of-features strategies, revealing CNN texture bias, patch-based evidence and robustness issues.
What Is AI Computation and How Does It Work?
AI overview with latent space representations and practical applications in manufacturing and semiconductor manufacturing, including predictive maintenance and quality assurance.
Survey of LLM Inference on Tabular Data
Survey of table inference using large language models: tasks, datasets, methods (fine-tuning, in-context learning, tools), benchmarks and future research directions.
iTOP-RK3568 MobileNet Image Classification Inference
Guide to validating MobileNet image classification inference on the iTOP-RK3568 board, covering RK3568 hardware, NPU use, model files, and execution steps.
Simplifying Transformer Blocks
Simplifying Transformer blocks by removing skip connections, projections and normalization; introduces Simplified Attention to reduce parameters and raise training throughput.
GPT and Neural Networks: Underlying Mechanisms
Technical overview of neural networks and GPT: how images and text are vectorized, forward/backpropagation, gradient descent training, activations, and prediction.
ESD Issues and Circuit Design Measures for Electronic Robots
Practical ESD protection and circuit design guidance for electronic robots: PCB layout, TVS diodes, filtering, grounding, sensor and interface hardening.
Retrieval-Augmented In-Context Learning for Domain Adaptation
DAICL: a retrieval-augmented in-context learning framework for unsupervised domain adaptation that retrieves target examples and jointly optimizes task and LM.
Building a Sustainable AI Ecosystem with Smaller LLMs
Analysis of LLM model scale, hardware and cost trade-offs, showing how smaller models and cloud-native CPUs improve inference efficiency and sustainability.
DeepPointMap: LiDAR SLAM Framework Using Deep Learning
DeepPointMap is a LiDAR SLAM framework using sparse neural descriptors for memory-efficient map representation and multi-scale localization including odometry and loop closure.
PCB Design for WT3000A-M6 Voice Module in Smart Toys
PCB implementation guide for smart toy hardware with WT3000A-M6 voice module: system architecture, audio capture, RF matching, power management, layout and safety.
How Compute Chips Deliver Performance for ChatGPT
Explains how PCIe and compute cards form the compute foundation for generative AI systems, covering bus roles, testing, reliability, and high-speed interconnects.
3U VPX XCZU47DR 8-Channel RF Transceiver Module
VPX361 8-channel RF transceiver using Xilinx Zynq UltraScale+ XCZU47DR SoC: eight 14-bit ADCs/DACs up to 6 GHz, 25 Gbps GTY backplane, DDR4/eMMC memory for radar and EW.
Crystal Oscillators in AI Smart Glasses
Overview of AI glasses hardware and the role of quartz crystal oscillators in providing precise clock signals for display rendering, data processing, and wireless stabilization.
Core Principles of Major Machine Learning Models
Survey of machine learning models grouped into six categories: neural networks, symbolic, decision trees, probabilistic, nearest neighbor, and ensemble methods.
Gitee Repository Assistant with Java and MCP
Integrating Gitee MCP with Java using LangChain4j to build a Spring Boot AI repository assistant, demonstrating stdio and SSE transport modes.
CNN for SAR Target Classification
Explore how CNNs enhance SAR target classification with advanced deep learning techniques for accurate, all-weather target identification.
Advances in Deep Learning for Polarimetric Imaging
Overview of deep learning-based polarimetric imaging methods for de-scattering and denoising in complex environments, with model embedding and future directions.
Smart Video Analytics with Edge Computing and Industrial PCs
Overview of intelligent video analytics (IVA), deployment scenarios and why edge computing and industrial computers enable low-latency, secure real-time video AI.
PanopticNeRF-360: Panoptic Labels from 3D Annotations
PanopticNeRF-360 uses coarse 3D annotations and NeRF-based joint geometry-semantic optimization to synthesize RGB images and panoptic segmentation from novel views.