5 citations · 14 across the 6 of their papers we have counts for
3 papers · 1 filter
The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks
Aaron Spieler, Nasim Rahaman, Georg Martius +2
Biological cortical neurons are remarkably sophisticated computational devices, temporally integrating their vast synaptic input over an intricate dendritic tree, subject to comple…
Environmental variability and network structure determine the optimal plasticity mechanisms in embodied agents
Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina
The evolutionary balance between innate and learned behaviors is highly intricate, and different organisms have found different solutions to this problem. We hypothesize that the e…
When to be critical? Performance and evolvability in different regimes of neural Ising agents
Sina Khajehabdollahi, Jan Prosi, Emmanouil Giannakakis +2
It has long been hypothesized that operating close to the critical state is beneficial for natural, artificial and their evolutionary systems. We put this hypothesis to test in a s…