Real-time Neural Networks Implementation Proposal for Microcontrollers

no code implementations • 8 Jun 2020 • Caio J. B. V. Guimarães, Marcelo A. C. Fernandes

This paper aims to show an implementation strategy of a Multilayer Perceptron (MLP) type neural network, in a microcontroller (a low-cost, low-power platform).

General Classification

Proposal of a Takagi-Sugeno Fuzzy-PI Controller Hardware

no code implementations • 12 Mar 2020 • Sérgio N. Silva, Felipe F. Lopes, Carlos Valderrama, Marcelo A. C. Fernandes

The implementation uses a fully parallel strategy associated with a hybrid bit format scheme (fixed-point and other floating-point).

Hardware Architecture Proposal for TEDA algorithm to Data Streaming Anomaly Detection

no code implementations • 8 Mar 2020 • Lucileide M. D. da Silva, Maria G. F. Coutinho, Carlos E. B. Santos, Mailson R. Santos, Luiz Affonso Guedes, M. Dolores Ruiz, Marcelo A. C. Fernandes

The amount of data in real-time, such as time series and streaming data, available today continues to grow.

Anomaly Detection Outlier Detection +2