13 citations · 13 across the 3 of their papers we have counts for
3 papers
Visual novelty, curiosity, and intrinsic reward in machine learning and the brain
Andrew Jaegle, Vahid Mehrpour, Nicole Rust
A strong preference for novelty emerges in infancy and is prevalent across the animal kingdom. When incorporated into reinforcement-based machine learning algorithms, visual novelt…
Analyzing neural responses to natural signals: Maximally informative dimensions
Tatyana Sharpee, Nicole C. Rust, William Bialek
We propose a method that allows for a rigorous statistical analysis of neural responses to natural stimuli which are non-Gaussian and exhibit strong correlations. We have in mind a…
Maximally informative dimensions: Analyzing neural responses to natural signals
Tatyana Sharpee, Nicole C. Rust, William Bialek
We propose a method that would allow for a rigorous statistical analysis of neural responses to natural stimuli, which are non-Gaussian and exhibit strong correlations. We have in…