EDN

PolarFire FPGA ecosystem targets embedded imaging

Microchip Technology has expanded its PolarFire FPGA embedded video ecosystem to enable low-power, high-bandwidth video ...
EDN

Sensing and power-generation circuits for a batteryless mobile PM2.5 monitoring system

Tommy Liu builds a vehicle-mounted particulate matter monitoring system powered from harvested wind energy and an integrated ...
GitHub

P-ML: An End-to-End AutoML Framework for Deploying Classical Machine Learning Models on Resource-Constrained Devices

The generated libraries are compact, efficient, and directly deployable on Arduino Uno, Nano, and ESP32 platforms using the Arduino IDE. Experimental results demonstrate that P-ML enables accurate ...
IEEE

WaveMamba: Intrusion Detection in IoT Systems Using a Mamba Module with Embedded Wavelet Transform

Abstract: The rapid proliferation of diverse IoT scenarios necessitates intelligent attack detection as a critical safeguard for IoT security. However, the massive volumes of heterogeneous data ...