Active properties of neocortical pyramidal neuron dendrites

G Major, ME Larkum, J Schiller - Annual review of neuroscience, 2013 - annualreviews.org
Dendrites are the main recipients of synaptic inputs and are important sites that determine
neurons' input-output functions. This review focuses on thin neocortical dendrites, which …

Brian 2, an intuitive and efficient neural simulator

M Stimberg, R Brette, DFM Goodman - elife, 2019 - elifesciences.org
Brian 2 allows scientists to simply and efficiently simulate spiking neural network models.
These models can feature novel dynamical equations, their interactions with the …

Mechanisms of sharp wave initiation and ripple generation

D Schlingloff, S Káli, TF Freund, N Hájos… - Journal of …, 2014 - Soc Neuroscience
Replay of neuronal activity during hippocampal sharp wave-ripples (SWRs) is essential in
memory formation. To understand the mechanisms underlying the initiation of irregularly …

Towards a theory of cortical columns: From spiking neurons to interacting neural populations of finite size

T Schwalger, M Deger, W Gerstner - PLoS computational biology, 2017 - journals.plos.org
Neural population equations such as neural mass or field models are widely used to study
brain activity on a large scale. However, the relation of these models to the properties of …

Single-layer graphene modulates neuronal communication and augments membrane ion currents

NP Pampaloni, M Lottner, M Giugliano… - Nature …, 2018 - nature.com
The use of graphene-based materials to engineer sophisticated biosensing interfaces that
can adapt to the central nervous system requires a detailed understanding of how such …

Computing with neural synchrony

R Brette - PLoS computational biology, 2012 - journals.plos.org
Neurons communicate primarily with spikes, but most theories of neural computation are
based on firing rates. Yet, many experimental observations suggest that the temporal …

Axon-carrying dendrites convey privileged synaptic input in hippocampal neurons

C Thome, T Kelly, A Yanez, C Schultz, M Engelhardt… - Neuron, 2014 - cell.com
Neuronal processing is classically conceptualized as dendritic input, somatic integration,
and axonal output. The axon initial segment, the proposed site of action potential …

Spike-Threshold Adaptation Predicted by Membrane Potential Dynamics In Vivo

B Fontaine, JL Peña, R Brette - PLoS computational biology, 2014 - journals.plos.org
Neurons encode information in sequences of spikes, which are triggered when their
membrane potential crosses a threshold. In vivo, the spiking threshold displays large …

Latent equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons

P Haider, B Ellenberger, L Kriener… - Advances in neural …, 2021 - proceedings.neurips.cc
The response time of physical computational elements is finite, and neurons are no
exception. In hierarchical models of cortical networks each layer thus introduces a response …

Theoretical relation between axon initial segment geometry and excitability

S Goethals, R Brette - Elife, 2020 - elifesciences.org
In most vertebrate neurons, action potentials are triggered at the distal end of the axon initial
segment (AIS). Both position and length of the AIS vary across and within neuron types, with …