Popular GitHub Repositories for Theoretical Neuroscience

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

NMA Computational Neuroscience course

Deep and online learning with spiking neural networks in Python

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

For deep RL and the future of AI.

Brian is a free, open source simulator for spiking neural networks.

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

A curated collection of resources and research related to the geometry of representations in the brain, deep networks, and beyond

Deep learning software to decode EEG, ECG or MEG signals

A Python library for creating and simulating large-scale brain models

A list of schools and researchers in computational neuroscience

A Software Framework for Neuromorphic Computing

Slides, paper notes, class notes, blog posts, and research on ML ?, statistics ?, and AI ?.

Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

Easy whole-brain modeling for computational neuroscientists ??????

Brain Imaging Analysis Kit

An awesome repository & A comprehensive survey on interpretability of LLM attention heads.

螺旋熵减系统

Brain Modeling Toolkit