8 citations · 8 across the 2 of their papers we have counts for
2 papers
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-nn2019★ 8 cited
Critical excitation-inhibition balance in dense neural networks
Lorenz Baumgarten, Stefan Bornholdt
The "edge of chaos" phase transition in artificial neural networks is of renewed interest in light of recent evidence for criticality in brain dynamics. Statistical mechanics tradi…