Browsing Research publications by Author "Wróbel, Borys"
Now showing items 1-3 of 3
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Autapses enable temporal pattern recognition in spiking neural networks
Yaqoob, Muhammad; Steuber, Volker; Wróbel, Borys (BioRxiv, 2023-11-17)Most sensory stimuli are temporal in structure. How action potentials encode the information incoming from sensory stimuli remains one of the central research questions in neuroscience. Although there is evidence that the ... -
The Importance of Self-excitation in Spiking Neural Networks Evolved to Recognize Temporal Patterns
Yaqoob, Muhammad; Steuber, Volker; Wróbel, Borys (Springer Nature, 2019-09-09)Biological and artificial spiking neural networks process information by changing their states in response to the temporal patterns of input and of the activity of the network itself. Here we analyse very small networks, ... -
Robust Very Small Spiking Neural Networks Evolved with Noise to Recognize Temporal Patterns
Yaqoob, Muhammad; Wróbel, Borys (MIT Press, 2018-07-01)To understand how biological and bio-inspired complex computational networks can function in the presence of noise and damage, we have evolved very small spiking neural networks in the presence of noise on the membrane ...