End-to-end design of communication systems using deep autoencoders (AEs) is gaining attention due to its flexibility and excellent performance. Besides single-user transmission, AE-based design is ...

Orthogonal time-frequency space (OTFS) modulation is an innovative waveform which effectively multiplexes information symbols across a delay-Doppler (DD) plane, resulting in a superior performance, ...

A deep autoencoder is trained on the STM32 microcontroller to automatically detect the rotary machine's fault. ... As such, hardware and firmware design is pursued to enable execution of all critical ...

A technical paper titled “Improving Semiconductor Device Modeling for Electronic Design Automation by Machine Learning Techniques” was published by researchers at Commonwealth Scientific and ...

In this paper, we show how Ising machines can be leveraged to gain efficiency improvements in automatic molecules design. To this aim, we construct a graph-based binary variational autoencoder to ...

SISLAB Junior chose to design a variational autoencoder that detects anomalies on the surface of objects, and for the contest specifically, the surface of a chestnut. Professor Tran Xuan Tu, the ...

This year, the contest focuses on designing a variational autoencoder on limited hardware. The duration for the contest is ...