Concept

Bursting

Related lectures (15)

Discusses three definitions of rate code in computational neuroscience, emphasizing temporal averaging, interspike intervals, and FANO factor.

Interspike Intervals & Renewal Processes

Explores interspike intervals, renewal processes, and escape noise experiments in neuronal dynamics.

From Spiking Models to Rate Models

Covers the transition from spiking models to rate models in computational neuroscience.

Escape noise

Explores escape noise in computational neuroscience, covering stochastic intensity, interspike intervals, likelihood functions, noise model comparison, and rate versus temporal codes.

Advanced Neuromodulation Methods

Explores advanced human neuromodulation methods, including electrode placement, stimulation protocols, optimization techniques, and home-based self-application challenges.

Synaptic Plasticity and Learning: F7 Triplet STDP model

Explores the Triplet STDP model in synaptic plasticity and learning.

Columnar Processing in the Cortex

Explores columnar processing in the cortex, decision-making tasks, and the transition from spatial information to action.

Variability: Sources and Neural Code

Discusses the sources of neural variability and the reliability of spike timing.

Spike-Timing Models of plasticity

Explores Spike-Timing Models of plasticity, including STDP and synaptic traces.

Neocortical Neuron Classification

Explores neocortical neuron classification, ion channel kinetics, challenges in modeling individual cells, and data integration.

Classification of Plasticity: Short-term vs. Long-term Changes

Explores short-term and long-term synaptic changes, Hebbian learning, and the role of neuromodulators.

Models of Long-Term Plasticity: Hebbian Learning

Explores Hebbian learning, synaptic plasticity, and models for long-term plasticity.

Modeling the receptive field development

Covers receptive field development, self-organization principles, neuron models, and Hebbian learning.

Synaptic Plasticity: Neuronal Dynamics

Explores synaptic plasticity, including short-term and long-term changes in synaptic connections, to understand how learning and memory are facilitated.

Synaptic Plasticity: Online Memory Learning

Explores synaptic plasticity, spike-timing models, and online memory learning challenges in computational neuroscience.