122 citations · 296 across the 12 of their papers we have counts for
12 papers
Agentic Markets: Equilibrium Effects of Improving Consumer Search
Brendan Lucier, Nicole Immorlica, Markus Mobius +5
Motivated by agentic markets -- two-sided markets in which consumers and businesses are assisted by AI tools that facilitate consumers' search -- we study the impact of improved se…
Robust exponential binary pattern storage in Little-Hopfield networks
Christopher Hillar, Ngoc Tran, Kilian Koepsell
The Little-Hopfield network is an auto-associative computational model of neural memory storage and retrieval. This model is known to robustly store collections of randomly generat…
Efficient and optimal binary Hopfield associative memory storage using minimum probability flow
Christopher Hillar, Jascha Sohl-Dickstein, Kilian Koepsell
We present an algorithm to store binary memories in a Hopfield neural network using minimum probability flow, a recent technique to fit parameters in energy-based probabilistic mod…
Modeling Image Structure with Factorized Phase-Coupled Boltzmann Machines
Charles F. Cadieu, Kilian Koepsell
We describe a model for capturing the statistical structure of local amplitude and local spatial phase in natural images. The model is based on a recently developed, factorized thi…
Phase coupling estimation from multivariate phase statistics
Charles F. Cadieu, Kilian Koepsell
Coupled oscillators are prevalent throughout the physical world. Dynamical system formulations of weakly coupled oscillator systems have proven effective at capturing the propertie…
Information transmission in oscillatory neural activity
Kilian Koepsell, Friedrich T. Sommer
Periodic neural activity not locked to the stimulus or to motor responses is usually ignored. Here, we present new tools for modeling and quantifying the information transmission b…