Christian K. Machens
11 papers · 2010–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (2)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π
Keyword Champion
π
Trend Setter
ποΈ
Keyword Collector
(68)
π₯
Unstoppable
(5)
π
Century Club
(11)
Conferences
NIPS (10)
ICLR (1)
Top co-authors
Keywords
neural population
(3)
firing rate
(2)
spiking neural network
(2)
dimensionality reduction
(2)
population coding
(2)
unsupervised learning
(2)
short-term memory
(2)
neural network
(2)
principal component analysis
(1)
model-based learning
(1)
feature extraction
(1)
wishart distribution
(1)
expectation maximization
(1)
markov decision process
(1)
neural computation
(1)
convex optimization
(1)
state representation
(1)
canonical correlation analysis
(1)
linear programming
(1)
signal representation
(1)
Papers
Learning interpretable control inputs and dynamics underlying animal locomotion
ICLR 2024
Uncovering motifs of concurrent signaling across multiple neuronal populations
NIPS 2023
Understanding spiking networks through convex optimization
NIPS 2020
Compact task representations as a normative model for higher-order brain activity
NIPS 2020
Biological credit assignment through dynamic inversion of feedforward networks
NIPS 2020
Unsupervised learning of an efficient short-term memory network
NIPS 2014
Extracting Latent Structure From Multiple Interacting Neural Populations
NIPS 2014
Firing rate predictions in optimal balanced networks
NIPS 2013
Learning optimal spike-based representations
NIPS 2012
Demixed Principal Component Analysis
NIPS 2011
Linear readout from a neural population with partial correlation data
NIPS 2010