Essays about: "gated recurrent unit"
Showing result 11 - 15 of 44 essays containing the words gated recurrent unit.
-
11. Low Power Hardware Accelerator For Gated Recurrent Unit
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Neural Networks are a subset of Machine Learning which are designed to recognize patterns. Recurrent Neural Networks are an important part of AI (Artificial Intelligence) which allows for short term as well as long term dependencies to be captured. READ MORE
-
12. Data Trustworthiness Assessment for Traffic Condition Participatory Sensing Scenario
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Participatory Sensing (PS) is a common mode of data collection where valuable data is gathered from many contributors, each providing data from the user’s or the device’s surroundings via a mobile device, such as a smartphone. This has the advantage of cost-efficiency and wide-scale data collection. READ MORE
-
13. Towards a Nuanced Evaluation of Voice Activity Detection Systems : An Examination of Metrics, Sampling Rates and Noise with Deep Learning
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Recently, Deep Learning has revolutionized many fields, where one such area is Voice Activity Detection (VAD). This is of great interest to sectors of society concerned with detecting speech in sound signals. One such sector is the police, where criminal investigations regularly involve analysis of audio material. READ MORE
-
14. Forecasting the Nasdaq-100 index using GRU and ARIMA
University essay from Uppsala universitet/Statistiska institutionenAbstract : Today, there is an overwhelming amount of data that is being collected when it comes to financial markets. For forecasting stock indexes, many models rely only on historical values of the index itself. One such model is the ARIMA model. Over the last decades, machine learning models have challenged the classical time series models, such as ARIMA. READ MORE
-
15. Taskfinder : Comparison of NLP techniques for textclassification within FMCG stores
University essay from Uppsala universitet/Institutionen för elektroteknikAbstract : Natural language processing has many important applications in today, such as translations, spam filters, and other useful products. To achieve these applications supervised and unsupervised machine learning models, have shown to be successful. The most important aspect of these models is what the model can achieve with different datasets. READ MORE