Name: Special Topics in Information Technology
ISBN: 978-3-030-85918-3

Editors:

Luigi Piroddi⁰

Luigi Piroddi
1. Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy
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This book is open access, which means that you have free and unlimited access

Part of the book series: SpringerBriefs in Applied Sciences and Technology (BRIEFSAPPLSCIENCES)

Part of the book sub series: PoliMI SpringerBriefs (BRIEFSPOLIMI)

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Table of contents (12 chapters)

Front Matter

Pages i-viii

PDF
Systems and Control
1. Front Matter
  
  Pages 1-1
  
  PDF
2. Deep Learning in Multi-step Forecasting of Chaotic Dynamics
  
  Matteo Sangiorgio
  
  Pages 3-14Open Access
3. Optimal Management and Control of Smart Thermal-Energy Grids
  
  Stefano Spinelli
  
  Pages 15-27Open Access
Electronics
1. Front Matter
  
  Pages 29-29
  
  PDF
2. Application Specific Integrated Circuits for High Resolution X and Gamma Ray Semiconductor Detectors
  
  Filippo Mele
  
  Pages 31-42Open Access
3. Modeling of GIDL–Assisted Erase in 3–D NAND Flash Memory Arrays and Its Employment in NOR Flash–Based Spiking Neural Networks
  
  Gerardo Malavena
  
  Pages 43-53Open Access
4. Low-Noise Mixed-Signal Electronics for Closed-Loop Control of Complex Photonic Circuits
  
  Francesco Zanetto
  
  Pages 55-64Open Access
Computer Science and Engineering
1. Front Matter
  
  Pages 65-65
  
  PDF
2. Beyond the Traditional Analyses and Resource Management in Real-Time Systems
  
  Federico Reghenzani
  
  Pages 67-77Open Access
3. Computational Inference of DNA Folding Principles: From Data Management to Machine Learning
  
  Luca Nanni
  
  Pages 79-88Open Access
4. Model, Integrate, Search... Repeat: A Sound Approach to Building Integrated Repositories of Genomic Data
  
  Anna Bernasconi
  
  Pages 89-99Open Access
5. Configurable Environments in Reinforcement Learning: An Overview
  
  Alberto Maria Metelli
  
  Pages 101-113Open Access
6. Machine Learning for Scientific Data Analysis
  
  Gabriele Scalia
  
  Pages 115-126Open Access
Telecommunications
1. Front Matter
  
  Pages 127-127
  
  PDF
2. Sensor-Assisted Cooperative Localization and Communication in Multi-agent Networks
  
  Mattia Brambilla
  
  Pages 129-140Open Access
3. Design and Control Recipes for Complex Photonic Integrated Circuits
  
  Maziyar Milanizadeh
  
  Pages 141-152Open Access

About this book

This open access book presents thirteen outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy. Information Technology has always been highly interdisciplinary, as many aspects have to be considered in IT systems. The doctoral studies program in IT at Politecnico di Milano emphasizes this interdisciplinary nature, which is becoming more and more important in recent technological advances, in collaborative projects, and in the education of young researchers.

Accordingly, the focus of advanced research is on pursuing a rigorous approach to specific research topics starting from a broad background in various areas of Information Technology, especially Computer Science and Engineering, Electronics, Systems and Control, and Telecommunications.

Each year, more than 50 PhDs graduate from the program. This book gathers the outcomes of the thirteen best theses defended in 2020-21 and selected for the IT PhD Award. Each of the authors provides a chapter summarizing his/her findings, including an introduction, description of methods, main achievements and future work on the topic. Hence, the book provides a cutting-edge overview of the latest research trends in Information Technology at Politecnico di Milano, presented in an easy-to-read format that will also appeal to non-specialists.

Keywords

Electronics
Bioengineering
Information Technology
Computer Engineering
Open Access

Editors and Affiliations

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy

Luigi Piroddi

Bibliographic Information

Book Title: Special Topics in Information Technology
Editors: Luigi Piroddi
Series Title: SpringerBriefs in Applied Sciences and Technology
DOI: https://doi.org/10.1007/978-3-030-85918-3
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s) 2022
License: CC BY
Softcover ISBN: 978-3-030-85917-6Published: 19 December 2021
eBook ISBN: 978-3-030-85918-3Published: 01 January 2022
Series ISSN: 2191-530X
Series E-ISSN: 2191-5318
Edition Number: 1
Number of Pages: VIII, 152
Number of Illustrations: 2 b/w illustrations, 56 illustrations in colour
Topics: Electrical and Electronic Engineering, Biomedical Engineering and Bioengineering, Computer Engineering and Networks

Editors:

Sections

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Table of contents (12 chapters)

Front Matter

Systems and Control

Front Matter

Electronics

Front Matter

Computer Science and Engineering

Front Matter

Telecommunications

Front Matter

About this book

Keywords

Editors and Affiliations

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy

Bibliographic Information

Buying options