2 papers
q-bio.NC2023
Facilitating the sharing of electrophysiology data analysis results through in-depth provenance capture
Cristiano André Köhler, Danylo Ulianych, Sonja Grün +2
Scientific research demands reproducibility and transparency, particularly in data-intensive fields like electrophysiology. Electrophysiology data is typically analyzed using scrip…
cs.NE2021
Formation of cell assemblies with iterative winners-take-all computation and excitation-inhibition balance
Viacheslav Osaulenko, Danylo Ulianych
This paper targets the problem of encoding information into binary cell assemblies. Spiking neural networks and k-winners-take-all models are two common approaches, but the first i…