Lukas Cavigelli

1. Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor
   2023/11/13 by Matteo Perotti, Matheus Cavalcante, Renzo Andri +2 · 1 voice · 4 citations
   Computer Science · #Neural Networks and Applications
2. Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
   2017/04/03 by Eirikur Agustsson, Fabian Mentzer, Agustsson, Eirikur +11 · 20 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
3. EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded\n Motor-Imagery Brain-Machine Interfaces
   2020/05/31 by Thorir Mar Ingolfsson, Michael Hersche, Ingolfsson, Thorir Mar +9 · 12 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
4. YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN\n Acceleration
   2016/06/17 by Renzo Andri, Andri, Renzo, Lukas Cavigelli +5 · 3 citations
   Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification
5. Stella Nera: A Differentiable Maddness-Based Hardware Accelerator for Efficient Approximate Matrix Multiplication
   2023/11/16 by Jannis Schönleber, Schönleber, Jannis, Lukas Cavigelli +7 · 1 voice · 2 citations
   Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AR #cs.CV #cs.LG #stat.ML
6. On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems
   2024/03/12 by Cristian Cioflan, Lukas Cavigelli, Cioflan, Cristian +7 · 5 citations
   Computer Science · #Advanced Text Analysis Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
7. FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
   2019/11/08 by Xiaying Wang, Michele Magno, Wang, Xiaying +5 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
   2022/01/10 by Gianmarco Cerutti, Lukas Cavigelli, Cerutti, Gianmarco +9 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #IoT-based Smart Home Systems #Sound (cs.SD) #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
9. Ascend-CC: Confidential Computing on Heterogeneous NPU for Emerging Generative AI Workloads
   2024/07/16 by Aritra Dhar, Dhar, Aritra, Clément Thorens +5 · 1 citation
   Computer Science · #Advanced Data Storage Technologies #Chaos-based Image/Signal Encryption #Cloud Data Security Solutions #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
10. ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal\n Convolutional Network
    2021/03/25 by Thorir Mar Ingolfsson, Ingolfsson, Thorir Mar, Xiaying Wang +9 · 1 citation
    Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring