Robert A. Legenstein
5 papers · 2006–2020 · 1 venue · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π§ Keyword Pioneer
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Keyword Champion
π
Keyword Trendsetter Combo
(3)
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Interdisciplinary
(4)
Science
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Cognitive Science
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Reinforcement Learning
(1)
Mathematics
(1)
Keywords
spiking neural network
(3)
spiking neuron
(3)
neural network
(2)
synaptic plasticity
(2)
reward modulation
(2)
information bottleneck
(1)
independent component analysis
(1)
reinforcement learning
(1)
sensory processing
(1)
motor cortex
(1)
hebbian learning
(1)
reward-modulated stdp
(1)
spike-timing-dependent plasticity
(1)
blind source separation
(1)
reservoir computing
(1)
theoretical analysis
(1)
synaptic learning
(1)
lyapunov exponent
(1)
chaotic dynamics
(1)
question answering
(1)
Papers
H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
NeurIPS 2020
Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning
NeurIPS 2009
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
NeurIPS 2008
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity
NeurIPS 2007
Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons
NeurIPS 2006