Technical presentations

Presentations in conferences and workshops

• Mario Diaz Nava, “IoT Technologies for intelligent and sustainable solutions in Agri-food sector”.presented in the AI for Digitising Industry Webinar” organized by the AI4DAI project on May 11^th, 2021.
• Siavash Bigdeli/CSEM, “Standard benchmarking for machine learning”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021. https://www.andante-ai.eu/dissemination&results
• Dilan Munir/SynSense, “Useful benchmarking for commercial neuromorphic HW”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021. https://www.andante-ai.eu/dissemination&results  
• Stefano Traferro/imec-NL, “Simulation framework for energy and latency in multi-core neuromorphic architectures”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021. https://www.andante-ai.eu/dissemination&results
• Kay Bierzynnski/Infineon, “Consideration on the real word in use-case-based Benchmarking”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021, https://www.andante-ai.eu/dissemination&results
• Diana Cojocaru/Philipps, “Challenges of using medial datasets”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021, https://www.andante-ai.eu/dissemination&results                                    
• Petar Jokic/CSEM, “Impact of HW optimization on KPIs”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021, https://www.andante-ai.eu/dissemination&results
• Erfan Azarkhis/CSEM, “Easy power extraction with Cadence tools”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021, https://www.andante-ai.eu/dissemination&results
• Maen Mallah/Fraunhofer IIS, Ferdinand Pschidl /Fraunhofer, “KPI-aware optimization and design”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021, https://www.andante-ai.eu/dissemination&results
• Simon Narduzzi/CSEM, “Future of Benchmarking”, First ANDANTE Benchmarking workshop online on July 2^nd, 2021, https://www.andante-ai.eu/dissemination&results
• Mario Diaz Nava, “ANDANTE Technology solutions for Edge Applications” “AI & Edge for Industrial IoT session” in the IOT Week 2021, September 3rd, 2021.
• Julien Büchel, Fynn Faber, Dylan R. Muir, “Network Insensitivity To Parameter Noise Via Adversarial Regularization”, ICLR 2022 (https://openreview.net/forum?id=-8sBpe7rDiV) Conference. Last revised version 9 June 2022. https://openreview.net/forum?id=-8sBpe7rDiV
• Matthias Völker, Roland Müller, Sreenivas Jambunathan, Julio Wissing, Philipp Woller, Nicolas Witt, Loreto Mateu, “Flexible Low-Power KI-Bechleuniger”, Konferenz: EASS 2022, 11. GMM_Fachtagung Energie Autonome Sensorsysteme EASS 2022, July 2022
• Simon Narduzzi, Loreto Mateu, Petar Jokic, Erfan Azarkhish, and Andrea Dunbar: CSEM, “Benchmarking Neuromorphic Computing for Inference”, International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA) on July 25-26, 2022, in Vienna, Austria
• Maarten Molendijk, Kanishkan Vadivel, Federico Corradi, Gert-Jan van Schaik, Amirreza Yousefzadeh, and Henk Corporaal, imec-NL, “Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture”, International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA) on July 25-26, 2022, in Vienna, Austria
• Preetha Vijayan, Amirreza Yousefzadeh, Manolis Sifalakis, Rene van Leuken; imec-NL, “Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data”, International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA) on July 25-26, 2022, in Vienna, Austria
• Simon Narduzzi, Dorvan Favre, Nuria Pazos Escudero and L. Andrea Dunbar; CSEM, “Deploying a Convolutional Neural Network on Edge MCU and Neuromorphic Hardware Platforms”, International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA) on July 25-26, 2022, in Vienna, Austria.
• Dylan Muir, SynSense, Switzerland, Disruptive technology development through SME’s – International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA) on July 25-26, 2022, in Vienna, Austria.
• Giacomo Indiveri (University of Zurich, Switzerland); Invited Talk, “Bio-inspired On-line Learning Circuits for Low-power Extreme-edge Spiking Neural Network Processing Systems”. International Workshop on Edge Artificial Intelligence for Industrial Applications (EAI4IA) on July 25-26, 2022, in Vienna, Austria.
• Loreto Mateu, Johannes Leugering, Roland Müller, Yogesh Patil, Maen Mallah, Marco Breiling and Ferdinand Pscheidl; Fraunhofer, “Tools and Methodologies for Edge-AI Mixed-Signal Inference Accelerators”, Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19th in Milano, Italy
• Sourav De, Sunanda Thunder, David Lehninger, Michael P.M. Jank, Maximilian Lederer, Yannick Raffel, Konrad Seidel, and Thomas Kämpfe; Fraunhofer, “Low-Power Vertically Stacked One Time Programmable Multi-bit IGZO-Based BEOL Compatible Ferroelectric TFT Memory Devices with Lifelong Retention for Monolithic 3D-Inference Engine Applications”. Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19th in Milano, Italy
• Ivan Miro-Panades, Inna Kucher, Vincent Lorrain, and Alexandre Valentian ; CEA, “Meeting the Latency and Energy Constraints on Timing-critical Edge-AI Systems”, CEA, Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19th in Milano, Italy.
• Hannah Bos and Dylan Muir; SynSense, “Sub-mW Neuromorphic SNN Audio Processing Applications with Rockpool and Xylo”, Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19th in Milano, Italy.
• Giacomo Indiveri, UZH has been active by giving keynote lectures to the IEEE ISCAS workshop, the TiniML EMEA workshop, and the Human Brain Summit.
• Mario Diaz Nava, “AI for New Devices And Technologies at the Edge”, Consultation Workshop on Edge AI – KDT JU’s Focus Topic Call 2023.October 24th, 2022, Online
• Mario Diaz Nava, Tutorial “ANDANTE: AI for New Devices And Technologies at the Edge”Proceedings of the 4th Summer School on Cyber-Physical Systems and Internet-of-Things, Vol. IV, 2023, page 233. https://zenodo.org/record/8113313
• Mario Diaz Nava, “ANDANTE: AI for New Devices And Technologies at the Edge”, European Nanoelectronics Applications Design and Technology Conference (ADTC), June 26th-27th, 2023, in Grenoble France, https://www.andante-ai.eu/Dissemination&Results
• I. Miro-Panades, I. Kucher, V. Lorrain, A. Valentian, “NeuroCorgi: preparing the path for a low-energy and low-latency AI architecture”, European Nanoelectronics Applications Design and Technology Conference (ADTC), June 26th-27th, 2023, in Grenoble France. https://www.andante-ai.eu/Dissemination&Results
• M. Mallah, “Toolchain for Mixed-Signal Inference Accelerators with In-Memory Computing” European Nanoelectronics Applications Design and Technology Conference (ADTC), June 26th-27th, 2023, in Grenoble France. https://www.andante-ai.eu/Dissemination&Results
• Mario Diaz Nava, STMicroelectronics, France Tang, Pitch: “ANDANTE: AI for New Devices And Technologies at the Edge various results”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023
• Marko Noack, “FeFET-based Non-Volatile Memory and AI Accelerator Macro”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023
• Guangzhi Tang, “SENECA: Flexible and Scalable Neuromorphic Processor for Efficient Event-driven Neural Processing”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023
• Aymeric Deshayes, “Devices for Smart Agriculture Applications: Autonomous Weeding of Vegetables and Vine Health Monitoring”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023
• Ivan-Miro Panades, “ANDANTE Platform 4.1a: A Multi-Application Platform Supporting Several Uses Cases in the Domains Digital Farming and Transport and Smart Mobility”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023
• Chen Liu, “CA-CFAR is Convolution: Fast Target Detection With Machine Learning Accelerator”, European Conference on EDGE AI Technologies and Applications (EEAI) ; October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023
• Chen Liu, “RANet: An Autoencoder for High-Resolution Range-Angle Maps in Multistatic Radar”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, 2023 in Athens, Greece. https://edge-ai-tech.eu/conference-program-2023

• Dylan Muir, “Ultra-low-power vision and sensory processing for edge devices”, HIPEAC 2023, Milan, Italy.
• Adriana Febles Rodríguez, “An introduction to the Neural Network Acceleration on FPGAs with Vitis AI”, DevFest Santiago de Compostela 2023: Web Developing + Artificial Intelligence.