Xilinx has intern positions available for summer 2019 in the area of machine learning.
The position is in San Jose. Please send your resume/CV to Prof. Fred Harris at fjharris@eng.ucsd.edu
- Scheduling beamforming in massive MIMO 5G networks
This project investigates of ML techniques for beam scheduling in a massive MIMO network. This https://spectrum.ieee.org/
- Implementing RNN networks on a Massively Parallel VLIW DSP Array
In 2018 Xilinx announced a computing platform called ‘Versal’. The Versal device contains a large multicore array of vector signal processing engines that are optimized for several domains including machine learning. These processors are programming in C/C++. This project would involve hands-on coding, in C/C++, of LSTM-type networks for the Versal multicore array. This project is more suited to a graduate student that has an eye to implementation and has an appreciation for parallelizing algorithms for parallel hardware. Good knowledge of C/C++ coding would also be required. SO this project is more for a student with an orientation to software development.
- Ensemble Learning, e.g. Random Forrest, on multicore VLIW DSP Array
In 2018 Xilinx announced a computing platform called ‘Versal’. The Versal device contains a large multicore array of vector signal processing engines that are optimized for several domains including machine learning. These processors are programming in C/C++. This project would involve hands-on coding, in C/C++, of random forrest-type networks for the Versal multicore array. This project is more suited to a graduate student that has an eye to implementation and has an appreciation for parallelizing algorithms for parallel hardware. Good knowledge of C/C++ coding would also be required. SO this project is more for a student with an orientation to software development.