BIOENGINEER

Graph neural network method boosts detection of rare cyberattacks in imbalanced data

A new graph neural network framework called EGNN expands rare attack samples and uses threshold-controlled pseudo-labeling to ...
Nature

Neural Network Control Strategies for Nonlinear Dynamical Systems

Nonlinear dynamical systems are characterised by complex interactions that defy traditional linear control methods. Neural network control strategies offer a data-driven paradigm, leveraging both ...
BIOENGINEER

Research report: Vision based steering control using convolutional neural networks with latency analysis and microcontroller based actuation

A CNN running on a host PC with Arduino-based servo actuation predicted steering angles with a validation MAE of 0.093 within ...
Phys.org

Subsystem resetting: Researchers discover a new route to control phase transitions in complex systems

Researchers in the Department of Theoretical Physics at Tata Institute of Fundamental Research (TIFR), Mumbai, have discovered that instead of manipulating every component or modifying interactions in ...
Yanko Design

Meta’s Neural Interface Wristband Reads Your Muscle Signals to Control Computers

Meta has developed a neural interface wristband that detects electrical signals from your muscles to control computers without touching any device. The sEMG research device (sEMG-RD) represents a ...