Publications by Peter Overmann
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Updated
Apr 20, 2022
Publications by Peter Overmann
code to infer model parameters from data (first dedicated to the dynamic clicks task)
A software simulator of the Neural Dependency Cartesian Product (NxN), a Neurocybernetic model for systems of neurons, derived by forming the Cartesian product of the neurons by the neurons.
This repository contains some numerical analysis regarding physical models applied to both Ecology and Neuroscience, written in Python.
Code for my paper: "Theta sequences as eligibility traces: a biological solution to credit assignment"
Reference repository for code used in our NBDT publication on the dynamic clicks task
Code for simulations and some of the plots from article "Co-dependent excitatory and inhibitory plasticity accounts for quick, stable and long-lasting memories in biological networks" by Everton J Agnes and Tim P Vogels
This repository contains my current doctoral research at the University of Manchester
Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).
An implementation of the Morris-Lecar Neuron from Theoretical Neuroscience
An implementation of Olshausen and Field (96) in PyTorch
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