The Equivalence of Information-Theoretic and Likelihood-Based Methods for Neural Dimensionality Reduction

Mathematics

• Dimensionality Reduction 100%
• Poisson Model 100%
• Reduction Method 66%
• Probability Theory 33%
• Statistics 33%
• Discrete Time 33%
• Dimensional Space 33%
• Parametric 33%
• Maximum Likelihood Estimator 33%
• Nonlinearities 33%
• Theoretic Term 33%
• Log Likelihood 33%

Computer Science

• Dimensionality Reduction 100%
• discrete-time 33%
• maximum-likelihood 33%
• Lower Dimensional Space 33%

Keyphrases

• Stimulus Dimensions 66%