Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers
Davide Nadalini, Manuele Rusci, Luca Benini, Francesco Conti
Topics & Concepts
Computer scienceLoop unrollingSIMDMicrocontrollerFloating pointDeep learningParallel computingArtificial neural networkComputer hardwareComputer engineeringAlgorithmArtificial intelligenceCompilerProgramming languageAdvanced Neural Network ApplicationsAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices