Lectures related to Synaptic weight

Simulating a hippocampus microcircuit

Covers the simulation of a hippocampus microcircuit with paired recordings in a rat CA1 model.

Introduction to synaptic plasticity

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

Artificial Neural Networks and Deep Learning: Loss landscape and optimization methods

Explores error function landscape, optimization methods, and deep neural networks for classification.

Hippocampus Single Cell Models

Delves into the modeling of CA1 pyramidal cells in the hippocampus, revealing their complex computational abilities.

Biologically Inspired Computation

Explores the history and challenges of biologically inspired computation, focusing on building intelligent machines and understanding brain function.

Introduction into the module

Introduces nerve cells' electrical activity, focusing on spikes and synaptic potentials.

Neuronal Plasticity: Synaptic Changes and Brain Functioning

Explores neuronal plasticity, synaptic changes, brain functioning, and unconscious states through various mechanisms.

Synaptic Dynamics: Frequency Dependence and Transmission

Delves into synaptic dynamics, including depression, facilitation, and differential transmission.

Modeling Neuronal Activity

Explores modeling neuronal activity, including firing rates, responses to stimuli, and network behavior.

Modelling principles for CA1 Microcircuit simulation

Explores principles of data-driven modeling for simulating hippocampus microcircuits.

Computational Neuroscience: Biophysics

Covers modern neuroscience synthesis, biophysical modeling, and brain building blocks with practical applications.

General Introduction to Artificial Neural Networks

Covers the history and inspiration behind artificial neural networks, the structure of neurons, learning through synaptic connections, and the mathematical description of artificial neurons.

Engineering Neurons: Optogenetics

Explores the engineering of neurons using light, chemicals, and sound to modulate neural activity and behavior.

Synaptic Transmission: Electrical vs Chemical

Compares electrical and chemical synapses, emphasizing their properties and behavior, including the neuromuscular junction and synapses in the CNS.

Engineering Neurons: Light, Chemicals, Sound

Explores optogenetics, chemogenetics, and sonogenetics to engineer neural activity using light, chemicals, and sound.