Friedemann Zenke
University of Basel(CH)Friedrich Miescher Institute(CH)
Publications by Year
Research Areas
Advanced Memory and Neural Computing, Neural dynamics and brain function, Neuroscience and Neuropharmacology Research, Neuroscience and Neural Engineering, Neural Networks and Reservoir Computing
Most-Cited Works
- → Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks(2019)1,308 cited
- → A deep learning framework for neuroscience(2019)1,063 cited
- Continual Learning Through Synaptic Intelligence.(2017)
- → Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks(2011)855 cited
- → Diverse synaptic plasticity mechanisms orchestrated to form and retrieve memories in spiking neural networks(2015)403 cited
- → Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits(2021)253 cited
- → The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks(2020)252 cited
- → The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks(2021)221 cited
- → Hebbian plasticity requires compensatory processes on multiple timescales(2017)220 cited
- → The temporal paradox of Hebbian learning and homeostatic plasticity(2017)212 cited