Essays about: "RNN"

Showing result 31 - 35 of 159 essays containing the word RNN.

1. 31. 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

3. 32. Data Trustworthiness Assessment for Traffic Condition Participatory Sensing Scenario

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

   Author : Hairuo Gao; [2022]
   Keywords : Participatory sensing; Data trustworthiness assessment; Anomaly detection; Traffic prediction; Deep neural network; Deltagande avkänning; Bedömning av uppgifternas tillförlitlighet; Upptäckt av anomalier; Trafikprognoser; Djupt neuralt nätverk;

   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

4. 33. Modelling of Capital Requirements using LSTM and A-SA in CRR 3

   University essay from KTH/Matematik (Avd.)

   Author : William Gan; [2022]
   Keywords : Capital Requirements; machine learning; neural networks; financial mathematics; risk management; CRR 3; FRTB; Kapitalkrav; maskininlärning; neurala nätverk; finansiell matematik; riskhantering; CRR 3; FRTB;

   Abstract : In response to the Great Financial Crisis of 2008, a handful of measures were taken to increase the resilience toward a similar disaster in the future. Global financial regulatory entities implemented several new directives with the intention to enhance global capital markets, leading to regulatory frameworks where financial participants (FPs) are regulated with own fund's requirements for market risks. READ MORE

5. 34. Human Skeleton-based Transfer Learning on Personalized Rehabilitation Training Recognition

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Ying Peng; [2022]
   Keywords : ;

   Abstract : Personalized rehabilitation training programs depend on the patient’s physical condition and the physiotherapist’s diagnosis, which varies for different people. As a patient, achieving a good training effect requires multiple periods, but rehabilitation training at home is often ineffective due to a lack of supervision and guidance. READ MORE

6. 35. 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