activity
20182022
most citedSelf-organized criticality in neural networks from activity-based rewiring

22 citations · 53 across the 6 of their papers we have counts for

collaborators

6 papers

cond-mat.dis-nn2022

A toy model for brain criticality: self-organized excitation/inhibition ratio and the role of network clustering

Lorenz Baumgarten, Stefan Bornholdt

The critical brain hypothesis receives increasing support from recent experimental results. It postulates that the brain is at a critical point between an ordered and a chaotic reg…

cs.ET2021

Universal computation using localized limit-cycle attractors in neural networks

Lorenz Baumgarten, Stefan Bornholdt

Neural networks are dynamical systems that compute with their dynamics. One example is the Hopfield model, forming an associative memory which stores patterns as global attractors…

cond-mat.dis-nn2020★ 22 cited

Self-organized criticality in neural networks from activity-based rewiring

Stefan Landmann, Lorenz Baumgarten, Stefan Bornholdt

Neural systems process information in a dynamical regime between silence and chaotic dynamics. This has lead to the criticality hypothesis which suggests that neural systems reach…

physics.soc-ph2020

Epidemics with asymptomatic transmission: Sub-critical phase from recursive contact tracing

Lorenz Baumgarten, Stefan Bornholdt

The challenges presented by the COVID-19 epidemic have created a renewed interest in the development of new methods to combat infectious diseases. A prominent property of the SARS-…

cond-mat.soft2018★ 22 cited

Shallow shell theory of the buckling energy barrier: from the Pogorelov state to softening and imperfection sensitivity close to the buckling pressure

Lorenz Baumgarten, Jan Kierfeld

We study the axisymmetric response of a complete spherical shell under homogeneous compressive pressure to an additional point force. For a pressure below the classical cri…

cond-mat.stat-mech2018★ 9 cited

Buckling of thermally fluctuating spherical shells: Parameter renormalization and thermally activated barrier crossing

Lorenz Baumgarten, Jan Kierfeld

We study the influence of thermal fluctuations on the buckling behavior of thin elastic capsules with spherical rest shape. Thermal fluctuations affect the buckling instability by…