Friedemann Zenke - Publications, H-index & Citations

Friedemann Zenke

Friedrich Miescher Institute for Biomedical Research

27H指数

102论文数

7.4K被引数

收录论文 11

发表时间

EFLOP: a sparsity-aware metric for evaluating computational cost in spiking and non-spiking neural networks EFLOP: 一种用于评估脉冲神经网络和非脉冲神经网络计算成本的新型稀疏感知指标

Neuromorphic Computing and Engineering

IF6.1

2025-08-14

OAAI

Simon Narduzzi; Friedemann Zenke; Shih-Chii Liu; L Andrea Dunbar

Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks 平衡复杂性、性能和合理性，以元学习循环脉冲神经网络中的可塑性规则

plos biology

IF3.6

2025-04-24

OAAI

Confavreux, Basile; Agnes, Everton J.; Zenke, Friedemann; Sprekeler, Henning; Vogels, Tim P.; Touboul, Jonathan David; Martin, Andrea E.; Touboul, Jonathan David; Martin, Andrea E.; Touboul, Jonathan David; Martin, Andrea E.

Editorial: Focus issue on machine learning for neuromorphic engineering

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2023-08-17

OAAI

Payvand, Melika; Neftci, Emre; Zenke, Friedemann

Fluctuation-driven initialization for spiking neural network training 脉冲神经网络训练的波动驱动初始化

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2022-12-08

OAAI

Rossbroich, Julian; Gygax, Julia; Zenke, Friedemann

The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-07-01

105

OAAI

Cramer, Benjamin; Stradmann, Yannik; Schemmel, Johannes; Zenke, Friedemann

Surrogate gradients for analog neuromorphic computing

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2022-01-14

OAAI

Cramer, Benjamin; Billaudelle, Sebastian; Kanya, Simeon; Leibfried, Aron; Grubl, Andreas; Karasenko, Vitali; Pehle, Christian; Schreiber, Korbinian; Stradmann, Yannik; Weis, Johannes; Schemmel, Johannes; Zenke, Friedemann

Brain-Inspired Learning on Neuromorphic Substrates

PROCEEDINGS OF THE IEEE

IF25.9

2021-05-01

OAAI

Zenke, Friedemann; Neftci, Emre O.

Visualizing a joint future of neuroscience and neuromorphic engineering

NEURON

IF15

2021-02-01

OAAI

Zenke, Friedemann; Bohte, Sander M.; Clopath, Claudia; Comsa, Iulia M.; Goltz, Julian; Maass, Wolfgang; Masquelier, Timothee; Naud, Richard; Neftci, Emre O.; Petrovici, Mihai A.; Scherr, Franz; Goodman, Dan F. M.

Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-based optimization to spiking neural networks

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-11-01

690

OAAI

Neftci, Emre O.; Mostafa, Hesham; Zenke, Friedemann

Hebbian plasticity requires compensatory processes on multiple timescales Hebbian可塑性需要在多个时间尺度上进行补偿过程

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

IF4.7

2017-03-05

120