Robert A. Legenstein
5 papers · 2006–2020 · 1 conference · across top CS/AI conferences
Achievements
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π Academic Marathon (14) π Renaissance Researcher (6) π Interdisciplinary Bridge π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
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Hot Topic Early Bird
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Keyword Champion
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Conference Pioneer
Conferences
NIPS (5)
Top co-authors
Research topics
Keywords
spiking neuron
(3)
spiking neural network
(3)
synaptic plasticity
(2)
reward modulation
(2)
neural network
(2)
information bottleneck
(1)
question answering
(1)
theoretical analysis
(1)
motor cortex
(1)
sensory processing
(1)
hebbian learning
(1)
reward-modulated stdp
(1)
spike-timing-dependent plasticity
(1)
synaptic learning
(1)
reservoir computing
(1)
lyapunov exponent
(1)
chaotic dynamics
(1)
spike timing dependent plasticity
(1)
unsupervised learning
(1)
computational power
(1)
Papers
H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
NIPS 2020
Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning
NIPS 2009
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
NIPS 2008
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity
NIPS 2007
Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons
NIPS 2006