Mayr, Christian
- SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
2024/01/09 by Hector A. Gonzalez, Jiaxin Huang, Gonzalez, Hector A. +25 · 19 citations
Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
- Efficient recurrent architectures through activity sparsity and sparse back-propagation through time
2022/06/13 by Anand Subramoney, Subramoney, Anand, Khaleelulla Khan Nazeer +7 · 10 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
- NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
2023/04/10 by Jason Yik, Korneel Van den Berghe, Yik, Jason +208 · 1 voice · 10 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
- Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models
2024/04/29 by Mark Schöne, Schöne, Mark, Neeraj Mohan Sushma +9 · 10 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #CCD and CMOS Imaging Sensors
- The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing
2021/03/15 by Sebastian Höppner, Höppner, Sebastian, Yexin Yan +33 · 5 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Dynamic Power Management for Neuromorphic Many-Core Systems
2019/03/21 by Sebastian Hoeppner, Bernhard Vogginger, Hoeppner, Sebastian +27 · 4 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neuroscience and Neural Engineering
- Language Modeling on a SpiNNaker 2 Neuromorphic Chip
2023/12/14 by Khaleelulla Khan Nazeer, Mark Schöne, Nazeer, Khaleelulla Khan +10 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computation and Language (cs.CL) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM
2023/04/10 by Liu, Chen, Jobst, Matthias, Guo, Liyuan +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Event-based backpropagation on the neuromorphic platform SpiNNaker2
2024/12/19 by Gabriel Béna, Timo Wunderlich, Béna, Gabriel +10 · 1 voice · 3 citations
Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
- The Operating System of the Neuromorphic BrainScaleS-1 System
2020/03/30 by Müller, Eric, Schmitt, Sebastian, Mauch, Christian +19 · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Robust Environment Perception for Automated Driving: A Unified Learning Pipeline for Visual-Infrared Object Detection
2022/06/08 by Mohsen Vadidar, Vadidar, Mohsen, Ali Kariminezhad +7 · 1 citation
Engineering · #Advanced Chemical Sensor Technologies #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Infrared Target Detection Methodologies
- Block-local learning with probabilistic latent representations
2023/05/24 by Kappel, David, Nazeer, Khaleelulla Khan, Fokam, Cabrel Teguemne +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Neuromorphic hardware for sustainable AI data centers
2024/02/04 by Bernhard Vogginger, Amirhossein Rostami, Vogginger, Bernhard +20 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Applications #Ferroelectric and Negative Capacitance Devices