Thomas Nowotny
- NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
2023/04/10 by Jason Yik, Korneel Van den Berghe, Yik, Jason +208 · 1 voice · 9 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #cs.AI
- Efficient Event-based Delay Learning in Spiking Neural Networks
2025/01/13 by Balázs Mészáros, James C. Knight, Mészáros, Balázs +3 · 9 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Learning efficient backprojections across cortical hierarchies in real time
2022/12/20 by Kevin Max, Laura Kriener, Max, Kevin +10 · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks
2025/01/09 by Thomas Nowotny, James P. Turner, James C. Knight · 1 voice · 4 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Applications
- Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks
2024/02/29 by Kade Heckel, Heckel, Kade M., Thomas Nowotny +1 · 2 citations
Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural dynamics and brain function
- Learning Delays Through Gradients and Structure: Emergence of Spatiotemporal Patterns in Spiking Neural Networks
2024/07/07 by Balázs Mészáros, J. W. Knight, Mészáros, Balázs +3 · 3 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neuroscience and Neural Engineering
- Eventprop training for efficient neuromorphic applications
2025/03/06 by Thomas Shoesmith, Shoesmith, Thomas, James C. Knight +7 · 2 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing