Christian Mayr

1. 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)
2. NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
   2023/04/10 by Jason Yik, Yik, Jason, Korneel Van den Berghe +208 · 1 voice · 12 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
3. 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
4. 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 · 12 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #CCD and CMOS Imaging Sensors
5. 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
6. 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
7. 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)
8. Event-based backpropagation on the neuromorphic platform SpiNNaker2
   2024/12/19 by Gabriel Béna, Timo Wunderlich, Wunderlich Timo +10 · 1 voice · 3 citations
   Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
9. Neuromorphic hardware for sustainable AI data centers
   2024/02/04 by Bernhard Vogginger, Amirhossein Rostami, Vogginger, Bernhard +20 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Applications #Ferroelectric and Negative Capacitance Devices
10. 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
11. Block-local learning with probabilistic latent representations
    2023/05/24 by David Kappel, Khaleelulla Khan Nazeer, Kappel, David +7 · 1 citation
    Computer Science · Engineering · Social Sciences · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
12. The SpiNNaker2 chip: a many-core platform for flexible and scalable brain-inspired computing
    2026/01/01 by Stefan Scholze, Johannes Partzsch, Sebastian Höppner +28 · 1 voice
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #cs.AI #cs.AR #cs.DC #cs.ET
13. A Low-Power Sparse Convolution Accelerator with Idle-First-Task-Assignment for Edge Vision
    2026/07/30 by Jingyue Zhuge, Johannes Partzsch, Christian Mayr
    Computer Science · #cs.AR