Essays about: "Olle Hansson"

Found 2 essays containing the words Olle Hansson.

1. 1. A Low Power AI Inference Accelerator for IoT Edge Computing

   University essay from Linköpings universitet/Datorteknik

   Author : Olle Hansson; [2021]
   Keywords : low power; artificial intelligence; AI; inference accelerator; internet of things; IoT; edge computing; machine learning; ML;

   Abstract : This thesis investigates the possibility of porting a neural network model trained and modeled in TensorFlow to a low-power AI inference accelerator for IoT edge computing. A slightly modified LeNet-5 neural network model is presented and implemented such that an input frequency of 10 frames per second is possible while consuming 4mW of power. READ MORE

3. 2. ARMA and GARCH models for silver, nickel and copper price returns

   University essay from Lunds universitet/Statistiska institutionen

   Author : Mats Hansson; Ola Andersson; Olle Holmberg; [2015]
   Keywords : ARMA; GARCH; MASE; sMAPE; Heteroscedasticity; Stationarity; Ljung-Box test; McLeod-Li test; Running Standard Deviation; Forecast value.; Mathematics and Statistics;

   Abstract : This thesis compares Auto Regressive Moving Average (ARMA) and Generalized Auto Regressive Conditional Heteroscedacity (GARCH) models for three metal commodities. ARMA models have an unconditionally non-random and constant variance, which typically serves well in effectively representing homoscedastic data. READ MORE