M. Tsai, J. Teutsch, Willem A.M. Wybo, F. Helmchen, A. Banerjee, W. Senn.
Hierarchy of prediction errors shapes the learning of context-dependent sensory representations.
bioRxiv
2024
DOI
pdf
G. Schoenfeld, S. Kollmorgen, M.C. Tsai, C. Lewis, S. Han, P. Bethge, A.M. Reuss, A. Aguzzi, W. Senn, V. Mante, F. Helmchen.
Unsigned temporal difference errors in cortical L5 dendrites during learning.
bioRxiv
2024
DOI
pdf
S. Brandt, M.A. Petrovici, W. Senn, K.A. Wilmes, F. Benitez.
Prospective and retrospective coding in cortical neurons.
arXiv
2024
DOI
pdf
J. Göltz, J. Weber, L. Kriener, P. Lake, M. Payvand, M.A. Petrovici.
DelGrad: Exact gradients in spiking networks for learning transmission delays and weights.
arXiv
2024
DOI
pdf
Y. Stradmann, J. Göltz, M.A. Petrovici, J. Schemmel, S. Billaudelle.
Lu.i - A low-cost electronic neuron for education and outreach.
arXiv
2024
DOI
pdf
B. Ellenberger, P. Haider, J. Jordan, K. Max, I. Jaras, L. Kriener, F. Benitez, M.A. Petrovici.
Backpropagation through space, time, and the brain.
arXiv
2024
DOI
pdf
B. von Hünerbein, J. Jordan, M.O. Lohuis, P. Marchesi, U. Olcese, C.M.A. Pennartz, W. Senn, M.A. Petrovici.
Increased perceptual reliability reduces membrane potential variability in cortical neurons.
bioRxiv
2024
DOI
pdf
L. Kriener, K. Völk, B. von Hünerbein, F. Benitez, W. Senn, M.A. Petrovici.
Order from chaos: Interplay of development and learning in recurrent networks of structured neurons.
arXiv
2024
DOI
pdf
W. Senn, Dold D., Kungl A.F., Ellenberger B, Jordan J., Bengio Y., Sacramento J. and Petrovici M.A..
A Neuronal Least-action Principle For Real-time Learning In Cortical Circuits.
eLIFE
2024
DOI
pdf
bioRxiv
