Essays about: "rnn"

Showing result 1 - 5 of 105 essays containing the word rnn.

1. 1. Generating Geospatial Trip DataUsing Deep Neural Networks

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Ahmed Alhasan; [2022]
   Keywords : Deep Learning; Machine Learning; Statistics; Generative Adversarial Networks; Computer Science; Generative Models;

   Abstract : Synthetic data provides a good alternative to real data when the latter is not sufficientor limited by privacy requirements. In spatio-temporal applications, generating syntheticdata is generally more complex due to the existence of both spatial and temporal dependencies. READ MORE

3. 2. Investigating Machine Learning for verification of AMBA APB protocol.

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

   Author : Abhiram Srisai Kishore; Mohammed Wasim; [2022]
   Keywords : Machine learning; SOC Verification; AMBA; Neural Networks; Deep Learning; Assertions.; Technology and Engineering;

   Abstract : It is a well-known fact that in any Application Specific Integrated Circuit (ASIC) design, verification consumes most time and resources. And when it comes to huge designs, finding bugs can be tedious given the area and the complexity. As per Moore’s law, the design complexity is increasing exponentially due to the growing demand for performance. READ MORE

4. 3. Predicting Bipolar Mood Disorder using LongShort-Term Memory Neural Networks

   University essay from Högskolan Dalarna/Institutionen för information och teknik

   Author : Saeed Mubasher Hafiz; [2022]
   Keywords : LSTM; LSTM Memory; Memorization vs. Delays; RNN; GRU;

   Abstract : Bipolar mood disorder is a severe mental condition that has multiple episodesof either of two types: manic or depressive. These phases can lead patients tobecome hyperactive, hyper-sexual, lethargic, or even commit suicide — all ofwhich seriously impair the quality of life for patients. READ MORE

5. 4. Taskfinder : Comparison of NLP techniques for textclassification within FMCG stores

   University essay from Uppsala universitet/Institutionen för elektroteknik

   Author : Julius Jensen; [2022]
   Keywords : LSTM; GRU; Text classification; RNN; Naive bayes;

   Abstract : 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

6. 5. Synthetic Data Generation Using Transformer Networks

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

   Author : Pedro Campos; [2021]
   Keywords : Transformer; Synthetic Data; Text Generation; Deep Learning; Tabular Data; Transformator; Syntetisk data; Textgenerering; Djupinlärning; Tabelldata;

   Abstract : One of the areas propelled by the advancements in Deep Learning is Natural Language Processing. These continuous advancements allowed the emergence of new language models such as the Transformer [1], a deep learning model based on attention mechanisms that takes a sequence of symbols as input and outputs another sequence, attending to the input during its generation. READ MORE