Lectures related to Advanced Neuromodulation Methods

Neuroplasticity and Brain Stimulation

Explores neuroplasticity, brain stimulation techniques, and their applications in various neuro-psychiatric disorders and motor learning.

Closed-loop stimulation: Interfaces & Circuits

Explores closed-loop stimulation interfaces, circuits, waveforms, challenges, and implementation strategies.

Non-invasive Neuromodulation: Transcranial Stimulation

Explores the history, methods, and applications of non-invasive neuromodulation techniques.

Electrical Stimulation Circuit

Covers neurostimulation techniques and electrical stimulation circuits for neural stimulator chips.

Three definitions of rate code MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

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

Transcranial Magnetic Stimulation: Neuromodulation Insights

Delves into Transcranial Magnetic Stimulation techniques for neuromodulation, exploring brain plasticity, stroke, Alzheimer's, and cognitive enhancement.

Neural Model: Assemblies of Neurons and Language Acquisition

Explores a neural model, assemblies of neurons, language acquisition, and the future of neuromorphic intelligent systems.

Stochastic spike arrival MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores stochastic spike arrival in single neurons and the impact of network noise.

Introduction to Fundamentals of Neuroengineering

Covers neural prosthetics, brain-machine interfaces, and decoding motor signals for restoring sensory functions.

AdEx model: Firing patterns and phase plane analysis MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores the AdEx neuron model, analyzing firing patterns and phase planes.

Spike-Timing Models of plasticity MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

From Spiking Models to Rate Models MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

Non-invasive Transcranial Neuromodulation: Stimulation Techniques

Explores the history and techniques of non-invasive transcranial neuromodulation using magnetic and electric stimulation.

Networks of Spiking Neurons

Explores networks of spiking neurons, mean-field models, transfer functions, and predictions of state space and neuron behavior.

Classification of Plasticity: Short-term vs. Long-term Changes MOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition

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

Helping Humans: Neuroprosthetics MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Explores the application of computational neuroscience in neuroprosthetics, focusing on predicting intended arm movements based on spike times and the importance of systematic parameter optimization.

Introduction to synaptic plasticity MOOC: Simulating a hippocampus micro-circuit

Covers synaptic plasticity, types of synapses, Hebb's postulate, LTP, LTD, and network oscillations in the hippocampus.

Rate Codes versus Temporal Codes MOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons

Compares rate codes and temporal codes in neural dynamics, emphasizing timing codes, stochastic resonance, and neural coding challenges.

In Silico Neuroscience: Ion Channels and Neuronal Models

Explores detailed modeling of ion channels and neuronal morphologies in in silico neuroscience, covering neuron classification, ion channel kinetics, and experimental observations.

Synaptic Plasticity: Forms and Mechanisms Log in to Mediaspace to watch this video

Explores different forms of synaptic plasticity and the mechanisms behind them, emphasizing the role of calcium in inducing and maintaining plastic changes.