Essays about: "RNN"

Showing result 1 - 5 of 55 essays containing the word RNN.

  1. 1. Time series analysis and forecasting : Application to the Swedish Power Grid

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Christian Fagerholm; [2019]
    Keywords : Time Series forecasting; ARIMA; SARIMA; Neural Network; RNN; Power grid; forecasting; smart grid;

    Abstract : n the electrical power grid, the power load is not constant but continuouslychanging. This depends on many different factors, among which the habits of theconsumers, the yearly seasons and the hour of the day. The continuous change inenergy consumption requires the power grid to be flexible. READ MORE

  2. 2. Load Identification from Aggregated Data using Generative Modeling

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Tanay Rastogi; [2019]
    Keywords : ;

    Abstract : In the view of an exponential increase in demand for energy, there is a need to come up with a sustainable energy consumption system in residential buildings. Several pieces of research show that this can be achieved by providing real-time energy consumption feedback of each appliance to its residents. READ MORE

  3. 3. Server-Less Rule-Based Chatbot Using Deep Neural Network

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Santhosh Kumar Nagarajan; [2019]
    Keywords : ;

    Abstract : Customer support entails multi-faceted benefits for IT businesses. Presently, the business depends upon on conventional channels like e-mail, customer care and web interface to provide customer support services. READ MORE

  4. 4. Deep Learning for Speech Enhancement : A Study on WaveNet, GANs and General CNN-RNN Architectures

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Oscar Xing Luo; [2019]
    Keywords : ;

    Abstract : Clarity and intelligiblity are important aspects of speech, especially in a time of misinformation and mistrust. The breakthrough in generative models for audio files has brought massive improvements for speech enhancement. READ MORE

  5. 5. Neural Language Models with Explicit Coreference Decision

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Jenny Kunz; [2019]
    Keywords : Coreference; Reference; Entity; Language Models; LM; Neural Networks; RNN; Attention; Deep Learning;

    Abstract : Coreference is an important and frequent concept in any form of discourse, and Coreference Resolution (CR) a widely used task in Natural Language Understanding (NLU). In this thesis, we implement and explore two recent models that include the concept of coreference in Recurrent Neural Network (RNN)-based Language Models (LM). READ MORE