Neuroscience and Machine Learning PhD.
UCL, Harvard, Cambridge
Highlights
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RatInABox-Lab/RatInABox
RatInABox-Lab/RatInABox PublicA python package for simulating motion in continuous environments and spatial cell types (e.g. place cell).
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HopfieldNetworkTutorial
HopfieldNetworkTutorial PublicA colab-style tutorial for how to build Hopfield Networks (classic and modern) and train them to memorise patterns and flags
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DeepLearningTutorial
DeepLearningTutorial PublicA colab-style DL tutorial for how to build and train DNNs (with and without autograd packages) from scratch.
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ModellingSpatialRepresentations
ModellingSpatialRepresentations PublicA colab-style tutorial for how to model spatial behaviour and spatial representations using the RatInABox simulation toolkit.
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NeuroRLTutorial
NeuroRLTutorial PublicA colab-style tutorial on neuro-reinforcement learning
Jupyter Notebook 1
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