23 citations · 47 across the 10 of their papers we have counts for
10 papers
Improved state mixing in higher-order and block diagonal linear recurrent networks
Igor Dubinin, Antonio Orvieto, Felix Effenberger
Linear recurrent networks (LRNNs) and linear state space models (SSMs) promise computational and memory efficiency on long-sequence modeling tasks, yet their diagonal state transit…
Fading memory as inductive bias in residual recurrent networks
Igor Dubinin, Felix Effenberger
Residual connections have been proposed as an architecture-based inductive bias to mitigate the problem of exploding and vanishing gradients and increased task performance in both…
A novel feature-scrambling approach reveals the capacity of convolutional neural networks to learn spatial relations
Amr Farahat, Felix Effenberger, Martin Vinck
Convolutional neural networks (CNNs) are one of the most successful computer vision systems to solve object recognition. Furthermore, CNNs have major applications in understanding…
BEANS: The Benchmark of Animal Sounds
Masato Hagiwara, Benjamin Hoffman, Jen-Yu Liu +3
The use of machine learning (ML) based techniques has become increasingly popular in the field of bioacoustics over the last years. Fundamental requirements for the successful appl…
A primer on information theory, with applications to neuroscience
Felix Effenberger
Given the constant rise in quantity and quality of data obtained from neural systems on many scales ranging from molecular to systems', information-theoretic analyses became increa…
Simplicial blowups and discrete normal surfaces in simpcomp
Felix Effenberger, Jonathan Spreer
simpcomp is an extension to GAP, the well known system for computational discrete algebra. It allows the user to work with simplicial complexes. In the latest version, support for…
Finding and Classifying Critical Points of 2D Vector Fields: A Cell-Oriented Approach Using Group Theory
Felix Effenberger, Daniel Weiskopf
We present a novel approach to finding critical points in cell-wise barycentrically or bilinearly interpolated vector fields on surfaces. The Poincar\e index of the critical points…
simpcomp -- A GAP toolbox for simplicial complexes
Felix Effenberger, Jonathan Spreer
simpcomp is an extension (a so called package) to GAP, the well known system for computational discrete algebra. The package enables the user to compute numerous properties of (abs…
Stacked polytopes and tight triangulations of manifolds
Felix Effenberger
Tightness of a triangulated manifold is a topological condition, roughly meaning that any simplexwise linear embedding of the triangulation into euclidean space is "as convex as po…
Hamiltonian submanifolds of regular polytopes
Felix Effenberger, Wolfgang Kühnel
We investigate polyhedral -manifolds as subcomplexes of the boundary complex of a regular polytope. We call such a subcomplex {\it -Hamiltonian} if it contains the full -…