ERC sectors

SDG

• Effective member - IEEE - Institute of Electrical and Electronics Engineers, Stati Uniti (2019-)

• SENSORS (2018-2020), Guest Editor of magazine or editorial series
• SENSORS (2017-2019), Guest Editor of magazine or editorial series
• ELECTRONICS (2016-2018), Guest Editor of magazine or editorial series
• SENSORS (2015-2016), Guest Editor of magazine or editorial series
• SENSORS (2014), Guest Editor of magazine or editorial series
• ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS (2013-2014), Guest Editor of magazine or editorial series

• International Conference on Application of Concurrency to System Design, Program chair

• Collegio di Ingegneria Elettronica, delle Telecomunicazioni e Fisica (ETF). Componente
• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

Master of Science

• Challenge@Polito by Students - IoT (CIM 4.0). A.A. 2022/23, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
• Modeling and optimization of embedded systems. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Modeling and optimization of embedded systems. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Modeling and optimization of embedded systems. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Modeling and optimization of embedded systems. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Digital Electronics. A.A. 2017/18, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Digital Electronics. A.A. 2018/19, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Digital Electronics. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Digital Electronics. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Programmable electronic systems. A.A. 2017/18, COMMUNICATIONS AND COMPUTER NETWORKS ENGINEERING (INGEGNERIA TELEMATICA E DELLE COMUNICAZIONI). Collaboratore del corso

Bachelor of Science

• Applied electronics. A.A. 2021/22, INGEGNERIA ELETTRONICA. Titolare del corso
• Applied electronics. A.A. 2022/23, INGEGNERIA ELETTRONICA. Titolare del corso
• Applied electronics. A.A. 2023/24, INGEGNERIA ELETTRONICA. Titolare del corso
• Applied electronics. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Applied electronics. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
• Sistemi elettronici, tecnologie e misure. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
• Elettronica applicata. A.A. 2017/18, INGEGNERIA INFORMATICA. Collaboratore del corso
• Elettronica applicata. A.A. 2018/19, INGEGNERIA INFORMATICA. Collaboratore del corso
• Elettronica applicata. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
• Elettronica applicata. A.A. 2020/21, INGEGNERIA INFORMATICA. Titolare del corso
• Elettronica applicata. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
• Elettronica applicata. A.A. 2022/23, INGEGNERIA INFORMATICA. Titolare del corso
• Elettronica applicata. A.A. 2023/24, INGEGNERIA INFORMATICA. Titolare del corso

• Tagless indoor person localization and identification
• Hardware-accelerated machine learning for human localization, identification and behavior inference
• System-level design via high-level synthesis

• Ambient sensing and processing
• High-performance software acceleration on heterogeneous CPU/GPU/FPGA platforms

Projects funded by commercial contracts

• Attività di ricerca relative al Progetto ETALON H2020-S2RJU-2017/H2020-S2RJU-OC-2017. , (2018-2018) - Responsabile Scientifico
  Commercial Research

• Filippo Minnella. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 36, 2020-in progress)
  Research subject: Eco-Algorithms. Energy saving in data centers
  
  Big Data, Machine Learning, Neural Networks and Data Science
  Modeling, simulation and CAD
  VLSI theory, design and applications
  Big Data, Machine Learning, Neural Networks and Data Science
  Modeling, simulation and CAD
  VLSI theory, design and applications
• Giorgia Subbicini. Programme in Ingegneria Elettrica, Elettronica E Delle Comunicazioni (cycle 36, 2020-in progress)
  Research subject: New front-end for long-range capacitive sensors in the field of indoor localization
  
  Analog, Power and Mixed-Signal Circuits and Embedded Systems
  Big Data, Machine Learning, Neural Networks and Data Science
  VLSI theory, design and applications
  Analog, Power and Mixed-Signal Circuits and Embedded Systems
  Big Data, Machine Learning, Neural Networks and Data Science
  VLSI theory, design and applications

• Subbicini, Giorgia; Lavagno, Luciano; Lazarescu, Mihai T. (2023)
  Enhanced Exploration of Neural Network Models for Indoor Human Monitoring. In: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023, pp. 109-114. ISBN: 979-8-3503-3694-8
  Contributo in Atti di Convegno (Proceeding)
• Shah, NASIR ALI; Lazarescu, Mihai T.; Quasso, Roberto; Lavagno, Luciano (2023)
  CUDA-Optimized GPU Acceleration of 3GPP 3D Channel Model Simulations for 5G Network Planning. In: ELECTRONICS, vol. 15. ISSN 2079-9292
  Contributo su Rivista
• Minnella, Filippo; Cortadella, Jordi; Casu, Mario R.; Lazarescu, Mihai T.; Lavagno, ... (2023)
  Mix & Latch: An Optimization Flow for High-Performance Designs with Single-Clock Mixed-Polarity Latches and Flip-Flops. In: IEEE ACCESS, vol. 11, pp. 1-1. ISSN 2169-3536
  Contributo su Rivista
• Shan, Junnan; Lazarescu, MIHAI TEODOR; Cortadella, Jordi; Lavagno, Luciano; Casu, MARIO ... (2022)
  Fast Energy-Optimal Multi-Kernel DNN-like Application Allocation on Multi-FPGA Platforms. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, vol. 41, pp. 1186-1190. ISSN 0278-0070
  Contributo su Rivista
• Shah, NASIR ALI; Lavagno, Luciano; Lazarescu, Mihai T.; Quasso, Roberto; Scarpina, ... (2022)
  FPGA Acceleration of 3GPP Channel Model Emulator for 5G New Radio. In: IEEE ACCESS, vol. 10, pp. 119386-119401. ISSN 2169-3536
  Contributo su Rivista
• Subbicini, Giorgia; Lavagno, Luciano; Lazarescu, Mihai T. (2022)
  Drift Rejection Differential Frontend for Single Plate Capacitive Sensors. In: IEEE SENSORS JOURNAL, vol. 22, pp. 16141-16149. ISSN 1530-437X
  Contributo su Rivista
• Brignone, Giovanni; Jamal, Muhammad Usman; Lazarescu, Mihai T.; Lavagno, Luciano (2022)
  Array-specific dataflow caches for high-level synthesis of memory-intensive algorithms on FPGAs. In: IEEE ACCESS, vol. 10, pp. 118858-118877. ISSN 2169-3536
  Contributo su Rivista
• Lazarescu, Mihai T.; Poolad, Pooya (2021)
  Asynchronous Resilient Wireless Sensor Network for Train Integrity Monitoring. In: IEEE INTERNET OF THINGS JOURNAL, vol. 8, pp. 3939-3954. ISSN 2327-4662
  Contributo su Rivista
• BIN TARIQ, Osama; Shan, Junnan; Floros, Georgios; Sotiriou, Christos P.; Casu, Mario R.; ... (2021)
  High-Level Annotation of Routing Congestion for Xilinx Vivado HLS Designs. In: IEEE ACCESS, vol. 9, pp. 54286-54297. ISSN 2169-3536
  Contributo su Rivista
• Shan, Junnan; Lazarescu, Mihai T.; Cortadella, Jordi; Lavagno, Luciano; Casu, Mario R. (2021)
  CNN-on-AWS: Efficient Allocation of Multi-Kernel Applications on Multi-FPGA Platforms. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, vol. 40, pp. 301-314. ISSN 0278-0070
  Contributo su Rivista
• Bin Tariq, O.; Lazarescu, M. T.; Lavagno, L. (2021)
  Neural Networks for Indoor Person Tracking With Infrared Sensors. In: IEEE SENSORS LETTERS, vol. 5, pp. 1-4. ISSN 2475-1472
  Contributo su Rivista
• Shan, Junnan; Lazarescu, Mihai T.; Cortadella, Jordi; Lavagno, Luciano; Casu, Mario R. (2020)
  Power-Optimal Mapping of CNN Applications to Cloud-Based Multi-FPGA Platforms. In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS, vol. 67, pp. 3073-3077. ISSN 1549-7747
  Contributo su Rivista
• Bin Tariq, Osama; Lazarescu, Mihai Teodor; Lavagno, Luciano (2020)
  Neural Networks for Indoor Human Activity Reconstructions. In: IEEE SENSORS JOURNAL, vol. 20, pp. 13571-13584. ISSN 1530-437X
  Contributo su Rivista
• Arif, Arslan; Barrigon, Felipe A.; Gregoretti, Francesco; Iqbal, Javed; Lavagno, ... (2020)
  Performance and energy-efficient implementation of a smart city application on FPGAs. In: JOURNAL OF REAL-TIME IMAGE PROCESSING, vol. 17, pp. 729-743. ISSN 1861-8200
  Contributo su Rivista
• Tabassum, N.; Devanagavi, G. D.; Biradar, R. C.; Lazarescu, M. T. (2020)
  Comparative node selection-based localization technique for wireless sensor networks: A bilateration approach. In: INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, vol. 33. ISSN 1074-5351
  Contributo su Rivista
• Koulamas, C.; Lazarescu, M. T. (2020)
  Real-Time Sensor Networks and Systems for the Industrial IoT: What Next?. In: SENSORS, vol. 20. ISSN 1424-8220
  Contributo su Rivista

• Noise cancellation for single-plate capacitive sensors using differential measurements. national Patent
  Inventors: Luciano Lavagno Mihai Teodor Lazarescu
• Capacitive sensor and method for sensing changes in a space. national Patent
  Inventors: Luciano Lavagno Mihai Teodor Lazarescu