Senn, Walter

A deep learning framework for neuroscience

Richards, B. A., Lillicrap, T. P., Beaudoin, P., Bengio, Y., Bogacz, R., Christensen, A., Clopath, C., Costa, R. P., de Berker, A., Ganguli, S., et al. (2019) · Nature Neuroscience

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 1,027

Dendritic encoding of sensory stimuli controlled by deep cortical interneurons

Murayama, M., Pérez-Garci, E., Nevian, T., Bock, T., Senn, W., & Larkum, M. E. (2009) · Nature

Neuroscience and Neuropharmacology ResearchNeural dynamics and brain function

Cited by 369

Neocortical Pyramidal Cells Respond as Integrate-and-Fire Neurons to In Vivo–Like Input Currents

Rauch, A., La Camera, G., Lüscher, H.-R., Senn, W., & Fusi, S. (2003) · Journal of Neurophysiology

Neural dynamics and brain functionstochastic dynamics and bifurcation

Cited by 264

Learning by the Dendritic Prediction of Somatic Spiking

Urbanczik, R., & Senn, W. (2014) · Neuron

Neural dynamics and brain functionNeuroscience and Neuropharmacology Research

Cited by 230

Repetitive TMS over the human oculomotor cortex: Comparison of 1-Hz and theta burst stimulation

Nyffeler, T., Wurtz, P., Lüscher, H.-R., Hess, C. W., Senn, W., Pflugshaupt, T., von Wartburg, R., Lüthi, M., & Müri, R. M. (2006) · Neuroscience Letters

Transcranial Magnetic Stimulation StudiesVisual perception and processing mechanisms

Cited by 151

An integrative, multiscale view on neural theories of consciousness

Storm, J. F., Klink, P. C., Aru, J., Senn, W., Goebel, R., Pigorini, A., Avanzini, P., Vanduffel, W., Roelfsema, P. R., Massimini, M., et al. (2024) · Neuron

Philosophy and Theoretical ScienceNeural dynamics and brain function

Cited by 114

Somato-dendritic synaptic plasticity and error-backpropagation in active dendrites

Schiess, M., Urbanczik, R., & Senn, W. (2016) · PLoS Computational Biology

Neural dynamics and brain functionNeuroscience and Neuropharmacology Research

Cited by 75

Learning cortical representations through perturbed and adversarial dreaming

Deperrois, N., Petrovici, M. A., Senn, W., & Jordan, J. (2022) · eLife

Sleep and Wakefulness ResearchNeural dynamics and brain function

Cited by 28

Learning beyond sensations: How dreams organize neuronal representations

Deperrois, N., Petrovici, M. A., Senn, W., & Jordan, J. (2024) · Neuroscience & Biobehavioral Reviews

Sleep and Wakefulness ResearchNeural dynamics and brain function

Cited by 9

How Adversarial REM Dreams May Facilitate Creativity, and Why We Become Aware of Them

Deperrois, N., Petrovici, M., Jordan, J., Huber, L., & Senn, W. (2024) · Clinical and Translational Neuroscience

Sleep and Wakefulness ResearchCreativity in Education and Neuroscience

Cited by 3

The conductor model of consciousness, our neuromorphic twins, and the human-AI deal

Benitez, F., Pennartz, C., & Senn, W. (2023)

Philosophy and Theoretical SciencePsychiatry, Mental Health, Neuroscience

Cited by 3