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 11th, 2021.
- Siavash Bigdeli, “Standard benchmarking for machine learning”, First ANDANTE Benchmarking workshop online on July 2nd, 2021.
https://www.andante-ai.eu/dissemination&results - Dilan Munir, “Useful benchmarking for commercial neuromorphic HW”, First ANDANTE Benchmarking workshop online on July 2nd, 2021. https://www.andante-ai.eu/dissemination&results
- Stefano Traferro, “Simulation framework for energy and latency in multi-core neuromorphic architectures”, First ANDANTE Benchmarking workshop online on July 2nd, 2021.
https://www.andante-ai.eu/dissemination&results - Kay Bierzynnski, “Consideration on the real word in use-case-based Benchmarking”, First ANDANTE Benchmarking workshop online on July 2nd, 2021
https://www.andante-ai.eu/dissemination&results - Diana Cojocaru, “Challenges of using medial datasets”, First ANDANTE Benchmarking workshop online on July 2nd, 2021
https://www.andante-ai.eu/dissemination&results - Petar Jokic/CSEM, “Impact of HW optimization on KPIs”, First ANDANTE Benchmarking workshop online on July 2nd, 2021,
https://www.andante-ai.eu/dissemination&results - Erfan Azarkhis/CSEM, “Easy power extraction with Cadence tools”, First ANDANTE Benchmarking workshop online on July 2nd, 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 2nd, 2021
https://www.andante-ai.eu/dissemination&results - Simon Narduzzi, “Future of Benchmarking”, First ANDANTE Benchmarking workshop online on July 2nd, 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.
- Tang, “SENeCA: Flexible and Scalable Neuromorphic Processor”
TinyML EMEA 2023 on June 26-28, 2022, in Amsterdam, The Netherlands - 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, “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, “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, “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, “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, 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”. Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19, 2022, in Milano, Italy
- Loreto Mateu, Johannes Leugering, Roland Müller, Yogesh Patil, Maen Mallah, Marco Breiling and Ferdinand Pscheidl, “Tools and Methodologies for Edge-AI Mixed-Signal Inference Accelerators”, Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19, 2022, in Milano, Italy
- Sourav De, Sunanda Thunder, David Lehninger, Michael P.M. Jank, Maximilian Lederer, Yannick Raffel, Konrad Seidel, and Thomas Kämpfe, “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 19, 2022, in Milano, Italy
- Ivan Miro-Panades, Inna Kucher, Vincent Lorrain, and Alexandre Valentian, “Meeting the Latency and Energy Constraints on Timing-critical Edge-AI Systems”, CEA, Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19, 2022, in Milano, Italy.
- Hannah Bos and Dylan Muir, “Sub-mW Neuromorphic SNN Audio Processing Applications with Rockpool and Xylo”, Embedded Artificial Intelligence (EAI) Workshop ESSICR September 19, 2022 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
- Dylan Muir, “Ultra-low-power vision and sensory processing for edge devices”, HIPEAC 2023, Milan, Italy.
- 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
- Rançon F, Keresztes B, Fontaine G, Deshayes A, Da Costa JP, Germain C,
“Vinelapse: an autonomous grapevine observation image sensor”
ECPA 2023, July 2-6, 2023, Bologna, Italy - Tommaso Agnolazza, “Exploring Spiking Neural Network Ensembles”, 2. Jülich-Aachener Neuromorphic Computing Day, Aachen, Germany, July 2023
https://www.fz-juelich.de/en/news/archive/press-release/2023/inspired-by-nature-neuromorphic-chips-as-a-step-towards-future-sustainable-ai - Tommaso Agnolazza, “Exploring Spiking Neural Network Ensembles”, Infineon meets University 2023 (Am Campeon), Munich, Germany, 2023
- Mario Diaz Nava, 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 - Jonas Daugalas, “”Shrinking Embedded Machine Learning Applications: FMCW Radar Gesture Sensing on Cortex-M0+ under 10KB and 10mW”, European Conference on EDGE AI Technologies and Applications (EEAI), October 17th-19th, Athens Greece, 2023
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 - Roland Müller, Loreto Mateu and Ralf Brederlow, “Analog/Mixed-Signal Standard Cell Based Approach for Automated Circuit Generation of Neural Network Accelerator”, DCIS Conference 2023, 15. – 17. November 2023, Malaga, Spain
- Adriana Febles Rodríguez, “An introduction to the Neural Network Acceleration on FPGAs with Vitis AI”, DevFest Santiago de Compostela November 30th, 2023: Web Developing + Artificial Intelligence.
- Maen Mallah and Roland Müller, “Tiny ML: Tools and Methodologies for Edge-AI Mixed-Signal Inference Accelerators”, TinyML Talks online presentation, 12.12.2023
- Loreto Mateu, “ADELIA Gen2 ASIC and Tools”, HIPEAC 2024, 17. – 19. January 2024, Munich, Germany
- Mario Diaz Nava, “The road to edge AI system benchmarking from requirements and robust modelling for verification till system validation and testing”, Workshop Driving Next Gen Edge AI technologies in the High Performance, Edge And Cloud computing conference 2024 (HiPEAC’2024), on January 17th 2024, in Munich, Germany.
- Andrea L. Dunbar, “Benchmarking neuromorphic computing systems”, Workshop Driving Next Gen Edge AI technologies in the High Performance, Edge And Cloud computing conference 2024 (HiPEAC’2024), on January 17th 2024, in Munich, Germany.
- Bernhard Voggingerv, “Advancing neuromorphic computing with NeuroBench”, Workshop Driving Next Gen Edge AI technologies in the High Performance, Edge And Cloud computing conference 2024 (HiPEAC’2024), on January 17th 2024, in Munich, Germany.
- Simon Narduzzi, “NeurIO: A Python library for deployment on edge devices”, Workshop Driving Next Gen Edge AI technologies in the High Performance, Edge And Cloud computing conference 2024 (HiPEAC’2024), on January 17th 2024, in Munich, Germany.
- Manolis Sifalakis, “SENECA: Lessons learned from architecting and building a fully digital neuromorphic processor”, Workshop Driving Next Gen Edge AI technologies in the High Performance, Edge And Cloud computing conference 2024 (HiPEAC’2024), on January 17th 2024, in Munich, Germany.
- Guangzhi Tang, “SENECA: Building a fully digital neuromorphic processor, design trade-offs and challenges”, HiPEAC 2024, 2024
https://www.hipeac.net/2024/munich/#/