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Al Mahmud Al Mamun, Author at eWEEK

Al Mahmud Al Mamun, Author at eWEEK
eweek.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from eweek.com Daily Mail and Mail on Sunday newspapers.

Al Mahmud Mamun , Information Technology , Artificial Neural Networks , Convolutional Neural Networks , Computer Science , Prime University , Artificial Intelligence , Intelligent Transportation Systems , Computer Vision ,

"Structured DNN Based Receiver for Millimeter-Wave MIMO with Nonlinear " by Dawei Gao, Qinghua Guo et al.

This work deals with the combined effect of nonlinear distortions and inter-channel interference in millimeter wave multi-input multi-output (MIMO) communications. Deep neural networks (DNNs) can be used to handle the effect, but they often require a large number of pilot symbols, hindering their applications. With the aim of online training using a relatively small number of pilot symbols, we design a deep neural network (DNN) architecture carefully, which consists of a fully connected linear hidden layer and a non-fully connected nonlinear hidden layer. The linear hidden layer is used to deal with the co-channel interference and the nonlinear hidden layer is used to handle the nonlinear distortions. Moreover, the parameters of the DNN are properly tied to reduce the number of independent parameters. With such a DNN, the receiver is much efficient in terms of training overhead and symbol error rate performance, compared to conventional (DNN-based) techniques. Simulation results demons ....

Artificial Neural Networks , Millimeter Wave , Imo Communication , Neural Networks , Onlinear Distortion , Power Amplifier , Transmitting Antennas ,

2021 in Database Startups: Gold Rush!

I recently read an article by Andy Pavlo, one of the most famous people in the database world, reflecting on the database market in 2021. He calls today - “the golden age of DataBase Management Software” (DBMS), and he is right! In one year, many of the startups in the space have raised more than in their entire previous decade-long history!
When you see separate news on yet another DBMS startup, their rounds and their promises - you read it, you agree with it, and you forget it. ....

United States , Andressen Horowitz , Omnisci Map , Andy Pavlo , Transformer Neural Networks , Artificial Neural Networks , Database Management Software , Database Management , Management Software , Garbage Collecting , Theoretical Computer Science , New Cohort , Cockroach Labs , Remote Procedure , Nvidia Ampere , Artificial Neural , High Performance Computing , Intel Optane , Big Data , Glc 43 , Artificial Intelligence , Machine Learning ,