Elias Arnold
- Event-based Backpropagation for Analog Neuromorphic Hardware
2023/02/13 by Christian Pehle, Luca Blessing, Pehle, Christian +8 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.NE #q-bio.NC
- jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware
2024/01/30 by E. Müller, Müller, Eric, Moritz Althaus +9 · 2 citations
Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #CCD and CMOS Imaging Sensors
- hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2
2022/12/23 by Philipp Spilger, Elias Arnold, Spilger, Philipp +12 · 1 voice
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function #cs.NE
- Scalable Network Emulation on Analog Neuromorphic Hardware
2024/01/30 by Elias Arnold, Arnold, Elias, Philipp Spilger +11 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Quantum Computing Algorithms and Architecture
- Spiking Neural Network Equalization for IM/DD Optical Communication
2022/05/09 by Elias Arnold, Georg Böcherer, Arnold, Elias +11 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #FOS: Electrical engineering #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering