Essays about: "Machine Learning"

Showing result 1 - 5 of 1500 essays containing the words Machine Learning.

1. 1. Implementation of a Deep Learning Inference Accelerator on the FPGA.

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Shenbagaraman Ramakrishnan; [2020]
   Keywords : Artificial Intelligence; Machine Learning; Deep Learning; Neural Networks; Deep Learning Accelerators; NVDLA; FPGA; Technology and Engineering;

   Abstract : Today, Artificial Intelligence is one of the most important technologies, ubiquitous in our daily lives. Deep Neural Networks (DNN's) have come up as state of art for various machine intelligence applications such as object detection, image classification, face recognition and performs myriad of activities with exceptional prediction accuracy. READ MORE

3. 2. Analysis of Mouse Whisker Movement Synchronicity

   University essay from KTH/Medicinteknik och hälsosystem

   Author : Johanna Elisabeth de Voogel; [2020]
   Keywords : ;

   Abstract : In active sensing, sensory organs are actively controlled by the motor system to optimize stimuli acquisition. Coupling behaviour of animal models with electrophysiological signals could give us important insights in the workings of this active sensing in health and disease. In this work, a contribution is made towards this aim. READ MORE

4. 3. Sales Forecasting of Truck Components using Neural Networks

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Yeshwanth Reddy Gaddam; [2020]
   Keywords : Sales forecasting; Artificial Neural Networks; Long Short Term Memory; Multilayer Perceptron; Recurrent Neural Network.;

   Abstract : Background: Sales Forecasting plays a substantial role in identifying the sales trends of products for the future era in any organization. These forecasts are also important for determining the profitable retail operations to meet customer demand, maintain storage levels and to identify probable losses. READ MORE

5. 4. Machine Learning Technique for Beam Management in 5G NR RAN at mmWave Frequencies

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Joel Bill; Gustav Fahlén; [2020]
   Keywords : Machine Learning; Reinforcement Learning; Beam Management; Beam Tracking; mmWaves; Technology and Engineering;

   Abstract : Ericsson has an interest in investigating if the fast-growing concept known as machine learning can be applied to beam management, in a 5G NR environment using mmWave frequencies. Because of the high path-loss at mmWave frequencies and high throughput demands of 5G NR systems it is crucial to the UE to always stay connected to the most suitable beam, to provide highest possible throughput. READ MORE

6. 5. Detection of motor skidding in autonomous lawn mowers : Detection of skidding in autonomous lawn mower using machine learning technique MLP with wheel motor currents and IMU.

   University essay from Jönköping University/JTH, Datateknik och informatik

   Author : Daniel Truong; [2020]
   Keywords : robot; autonomous; lawn mower; machine learning; detection; skidding;

   Abstract : Purpose – The purpose of the thesis is to evaluate the accuracy of two different approaches of how to detect skidding in autonomous lawn mowers. Using the motor currents and inertia sensors from the mower, a neural network is applied to predict if there was a skidding or not. READ MORE