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ICT4SS - ICT FOR SMART SOCIETIES

Design and implementation of a software platform to manage Artificial Neural Networks

keywords ALGORITHMS, ANN, MACHINE LEARNING, NEURONAL NETWORK

Reference persons ANDREA ACQUAVIVA, EDOARDO PATTI

External reference persons Alessandro Aliberti (alessandro.aliberti@polito.it)

Research Groups ELECTRONIC DESIGN AUTOMATION - EDA, GR-06 - ELECTRONIC DESIGN AUTOMATION - EDA, ICT4SS - ICT FOR SMART SOCIETIES

Thesis type EXPERIMENTAL

Description The aim of the project is designing and building a toolbox manager for Artificial Neural Network (ANN). Starting from methodologies and algorithms already implemented in Matlab, the student will: i) perform a comparative analysis of the current machine learning platforms (e.g. Tensorflow, PyTorch, etc.) identifying which platform is more versatile and performant; ii) implement the methodologies and algorithms on the new platform. This process will create a new platform for the management of neural networks to model and control dynamic systems.


Deadline 30/03/2019      PROPONI LA TUA CANDIDATURA




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