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Found 2 essays matching the above criteria.

1. 1. Optimizing on-chip Machine Learning for Data Prefetching

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Hampus Larsson; Miranda Jernberg; Albin Pansell; Fabian Stigsson; Fredrik Hamrefors; Pontus Söderström; [2023-03-03]
   Keywords : Data Prefetching; Machine Learning; HW SW co-Design; HLS; FPGA;

   Abstract : The idea behind data prefetching is to speed up program execution by predicting what data is needed by the processor, before it is actually needed. Data prefetching is commonly performed by prefetching the next memory address in line, but there are other, more sophisticated approaches such as machine learning. READ MORE

3. 2. Estimation of Inter-Cell Interference in 3G Communication Systems

   University essay from Reglerteknik

   Author : Dan Gunning; Pontus Jernberg; [2011]
   Keywords : inter-cell interference; thermal noise; Decision Feedback Equalizer; estimation; 3G; Kalman filter; nonlinear model; quasi-decentralized estimator;

   Abstract : In this thesis the telecommunication problem known as inter-cell interference is examined. Inter-cell interference originates from users in neighboring cells and affects the users in the own cell. The reason that inter-cell interference is interesting to study is that it affects the maximum data-rates achievable in the 3G network. READ MORE