This repository contains my current doctoral research at the University of Manchester
Simulation code for Limbacher, T. and Legenstein, R. (2020). Emergence of Stable Synaptic Clusters on Dendrites Through Synaptic Rewiring
Simulation code for simulations run in my PhD
Simulation source code used in SinhaEtAl2021
This reporsitory hosts simulation files, data and plotting notebooks supporting the preprint 'Repetitive transcranial magnetic stimulation (rTMS) triggers dose-dependent homeostatic rewiring in recurrent neuronal networks' by Anil et.al., 2023.
Presentation for my KARMA talk at KCL
Sovereign: Open-source structural plasticity framework for neural networks. Native GROW, CONSERVE, PRUNE, and REPAIR operations. Small-scale validated; open for community scale-testing across generic architectures.
Research implementation of predictive coding with wake/sleep cycles, structural adaptation, and reproducible NumPy/PyTorch benchmarks.
Digital Life Substrate research prototype: history-dependent structural plasticity in a small neural system.
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