Friedemann Zenke
- Surrogate Gradient Learning in Spiking Neural Networks
2019/01/28 by Emre Neftci, Hesham Mostafa, Neftci, Emre O. +3 · 82 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks
2019/11/01 by Emre Neftci, Emre O. Neftci, Hesham Mostafa +1 · 69 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks
2018/04/13 by Friedemann Zenke, Surya Ganguli · 20 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Implicit variance regularization in non-contrastive SSL
2022/12/09 by Manu Srinath Halvagal, Halvagal, Manu Srinath, Axel Laborieux +3 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Sparse and Compressive Sensing Techniques
- Understanding neural circuit principles for representation learning through joint-embedding predictive architectures
2025/11/25 by Ashena Gorgan Mohammadi, Manu Srinath Halvagal, Friedemann Zenke · 1 voice · 2 citations
Neuroscience · Psychology · #Face Recognition and Perception #Embodied and Extended Cognition #Action Observation and Synchronization
- Geometry and dynamics of representations in a precisely balanced memory network related to olfactory cortex
2024/05/09 by Claire Meissner-Bernard, Friedemann Zenke, Rainer W. Friedrich · 1 voice · 2 citations
Engineering · Neuroscience · #Advanced Chemical Sensor Technologies #Neural dynamics and brain function #Olfactory and Sensory Function Studies
- Computational functions of precisely balanced neuronal microcircuits in an olfactory memory network
2025/02/20 by Claire Meissner-Bernard, Bethan Jenkins, Peter Rupprecht +4 · 1 voice · 1 citation
Neuroscience · Engineering · #Olfactory and Sensory Function Studies #Advanced Chemical Sensor Technologies #Neural dynamics and brain function