Tim Stadtmann

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Network Architecture

Computational Neuroscience

Top Venues

Publications

Vida Sobhani, Kevin Kauth, Tim Stadtmann, Tobias Gemmeke
A Digital Twin Network for Computational Neuroscience Simulators: Exploring Network Architectures for Acceleration of Biological Neural Network Simulations. WoWMoM (2023)
Kevin Kauth, Tim Stadtmann, Vida Sobhani, Tobias Gemmeke
neuroAIx: FPGA Cluster for Reproducible and Accelerated Neuroscience Simulations of SNNs. NorCAS (2023)
Tim Stadtmann, Benedikt Wahl, Tobias Gemmeke
NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware. ICMLA (2023)
Kevin Kauth, Tim Stadtmann, Vida Sobhani, Tobias Gemmeke
neuroAIx-Framework: design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20× faster than biological real-time. Frontiers Comput. Neurosci. 17 (2023)
Jie Lou, Christian Lanius, Florian Freye, Tim Stadtmann, Tobias Gemmeke
All-Digital Time-Domain Compute-in-Memory Engine for Binary Neural Networks With 1.05 POPS/W Energy Efficiency. ESSCIRC (2022)
Vida Sobhani, Kevin Kauth, Tim Stadtmann, Tobias Gemmeke
Deadlock-Freedom in Computational Neuroscience Simulators. IEEE Des. Test 39 (6) (2022)
Tim Stadtmann, Cecilia Latotzke, Tobias Gemmeke
From Quantitative Analysis to Synthesis of Efficient Binary Neural Networks. ICMLA (2020)
Kevin Kauth, Tim Stadtmann, Ruben Brandhofer, Vida Sobhani, Tobias Gemmeke
Communication architecture enabling 100x accelerated simulation of biological neural networks. SLIP (2020)