Christian Pehle
- Event-based backpropagation can compute exact gradients for spiking neural networks
2020/09/17 by Timo C. Wunderlich, Christian Pehle · 2 voices · 18 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Ferroelectric and Negative Capacitance Devices
- The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity
2022/01/26 by Christian Pehle, Sebastian Billaudelle, Pehle, Christian +17 · 11 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, Yik, Jason, Korneel Van den Berghe +208 · 1 voice · 8 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
- Event-based Backpropagation for Analog Neuromorphic Hardware
2023/02/13 by Christian Pehle, Pehle, Christian, Luca Blessing +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
- Emulating quantum computation with artificial neural networks
2018/10/24 by Christian Pehle, Pehle, Christian, Karlheinz Meier +5 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing #Quantum Information and Cryptography
- 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