Spilger, Philipp
- jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware
2024/01/30 by E. Müller, Moritz Althaus, Müller, Eric +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, Spilger, Philipp, Elias Arnold +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
- A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
2022/03/21 by Müller, Eric, Arnold, Elias, Breitwieser, Oliver +20 · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Spiking Neural Network Equalization for IM/DD Optical Communication
2022/05/09 by Elias Arnold, Arnold, Elias, Georg Böcherer +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
- Multi-timescale synaptic plasticity on analog neuromorphic hardware
2024/12/03 by Atoui, Amani, Kaiser, Jakob, Billaudelle, Sebastian +5 · 1 citation
#FOS: Biological sciences #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)