305 citations · 611 across the 20 of their papers we have counts for
3 papers · 1 filter
A taxonomy of surprise definitions
Alireza Modirshanechi, Johanni Brea, Wulfram Gerstner
Surprising events trigger measurable brain activity and influence human behavior by affecting learning, memory, and decision-making. Currently there is, however, no consensus on th…
Kernel Memory Networks: A Unifying Framework for Memory Modeling
Georgios Iatropoulos, Johanni Brea, Wulfram Gerstner
We consider the problem of training a neural network to store a set of patterns with maximal noise robustness. A solution, in terms of optimal weights and state update rules, is de…
Neural NID Rules
Luca Viano, Johanni Brea
Abstract object properties and their relations are deeply rooted in human common sense, allowing people to predict the dynamics of the world even in situations that are novel but g…