David Kappel
- Deep Rewiring: Training very sparse deep networks
2017/11/14 by Guillaume Bellec, David Kappel, Bellec, Guillaume +5 · 21 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Robot Manipulation and Learning #Robotics and Sensor-Based Localization
- Learning in the Recurrent State: Gradient Descent with Linear Recurrent Networks
2024/10/15 by Y. Tian, Yudou Tian, Neeraj Mohan Sushma +11 · 3 voices
Computer Science · Physics and Astronomy · Engineering · #Neural Networks and Applications #Model Reduction and Neural Networks #Fault Detection and Control Systems
- Efficient recurrent architectures through activity sparsity and sparse back-propagation through time
2022/06/13 by Anand Subramoney, Khaleelulla Khan Nazeer, Subramoney, Anand +7 · 7 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing
- Radiative heating and cooling in the middle and lower atmosphere of Venus and responses to atmospheric and spectroscopic parameter variations
2015/07/17 by Rainer Haus, R. Haus, D. Kappel +2 · 3 citations
Physics and Astronomy · Agricultural and Biological Sciences · Earth and Planetary Sciences · #Planetary Science and Exploration #Biocrusts and Microbial Ecology #Atmospheric Ozone and Climate
- 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 · 5 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #CCD and CMOS Imaging Sensors
- Language Modeling on a SpiNNaker 2 Neuromorphic Chip
2023/12/14 by Khaleelulla Khan Nazeer, Nazeer, Khaleelulla Khan, Mark Schöne +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)
- Lower atmosphere minor gas abundances as retrieved from Venus Express VIRTIS-M-IR data at 2.3µm
2014/11/29 by Rainer Haus, David Kappel, Gabriele Arnold +1 · 2 citations
Physics and Astronomy · Environmental Science · Engineering · #Planetary Science and Exploration #Atmospheric and Environmental Gas Dynamics #Space Exploration and Technology
- Structural plasticity on an accelerated analog neuromorphic hardware\n system
2019/12/27 by Sebastian Billaudelle, Billaudelle, Sebastian, Benjamin Cramer +11 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
- Attention on Abstract Visual Reasoning
2019/11/14 by Lukas Hahne, Hahne, Lukas, Timo Lüddecke +5 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- 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