Friedemann Zenke
8 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(16)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
Conferences
NIPS (4)
ICML (2)
ICLR (1)
INTERSPEECH (1)
Top co-authors
Keywords
hebbian learning
(2)
synaptic plasticity
(2)
plasticity rule
(2)
model compression
(2)
catastrophic forgetting
(1)
neuromorphic computing
(1)
oscillatory dynamics
(1)
self-supervised learning
(1)
knowledge distillation
(1)
network pruning
(1)
gradient estimation
(1)
gradient computation
(1)
variance regularization
(1)
local learning rule
(1)
loss function
(1)
training dynamics
(1)
credit assignment
(1)
equilibrium propagation
(1)
sparse network
(1)
cosine similarity
(1)
Papers
Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps
INTERSPEECH 2024
Improving equilibrium propagation without weight symmetry through Jacobian homeostasis
ICLR 2024
Implicit variance regularization in non-contrastive SSL
NIPS 2023
Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity
NIPS 2023
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
NIPS 2022
A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network
NIPS 2020
Finding trainable sparse networks through Neural Tangent Transfer
ICML 2020
Continual Learning Through Synaptic Intelligence
ICML 2017