neuromatch / NeuroAI_Course

Related projects ⓘ

Alternatives and complementary repositories for NeuroAI_Course

• RobertRosenbaum / ModelingNeuralCircuits
  Code to accompany the textbook "Modeling Neural Circuits Made Simple"
  ☆139Updated 5 months ago
• kstach01 / CogModelingRNNsTutorial
  ☆47Updated 7 months ago
• 8erberg / NeuroAI_Trainee_Resources
  ☆50Updated 3 weeks ago
• mitchellostrow / DSA
  Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…
  ☆45Updated last week
• francesco-innocenti / Neuro_AI_Papers
  A curated repository of Neuro-AI papers.
  ☆38Updated 2 years ago
• Orthogonal-Research-Lab / Neuromatch-Academy
  Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities
  ☆42Updated 4 years ago
• awillats / dynamics-in-neuro-reading-list
  This reading list is centered around the practical application of linear dynamical systems models to predict neural data
  ☆37Updated 2 years ago
• rajanlab / CURBD
  Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
  ☆51Updated 3 years ago
• pyrates-neuroscience / PyRates
  Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…
  ☆74Updated 3 months ago
• davindicode / cosyne-2023-generative-models
  Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.
  ☆39Updated last year
• berenslab / neural_data_science
  Contains programming labs and lecture notes for the lecture "Neural Data Science"
  ☆98Updated 3 years ago
• nsteinme / steinmetz-et-al-2019
  Code accompanying Steinmetz et al., 2019
  ☆55Updated 3 years ago
• snel-repo / neural-data-transformers
  ☆70Updated 2 years ago
• DurstewitzLab / CNS-2023
  A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
  ☆25Updated 7 months ago
• adrian-valente / populations_paper_code
  Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper
  ☆25Updated last year
• gyyang / nn-brain
  Tutorial codes for modeling brains with neural nets
  ☆210Updated 3 years ago
• OHBA-analysis / osl-dynamics
  Methods for studying dynamic functional brain activity in neuroimaging data.
  ☆62Updated 2 weeks ago
• comob-project / snn-sound-localization
  Training spiking neural networks for sound localization
  ☆62Updated this week
• netneurolab / conn2res
  A reservoir computing toolbox for neuroscientists
  ☆84Updated 3 months ago
• snel-repo / ComputationThruDynamicsBenchmark
  ☆12Updated last week
• ckarageorgkaneen / neuroaid
  Papers and other material for getting started with Neuro-AI!
  ☆43Updated last year
• neurallatents / nlb_tools
  Python tools for participating in Neural Latents Benchmark '21
  ☆56Updated 4 months ago
• sakimarquis / awesome-computational-neuroscience
  An awesome list of computational neuroscience and computational cognitive science.
  ☆36Updated 4 months ago
• ShanechiLab / DPAD
  ☆42Updated 3 weeks ago
• smweis / methods_in_neuro
  A list of links and resources for my Methods in Neuroimaging Course
  ☆59Updated 6 months ago
• john-s-butler-dit / Basic-Introduction-to-Python
  Introduction to Mathematics and Python using Neuroscience Examples
  ☆38Updated 10 months ago
• schultzlab / Neural_Manifolds
  A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…
  ☆25Updated last year
• bantin / jPCA
  jPCA for Neural Data Analysis in Python
  ☆44Updated last year
• fmastrogiuseppe / LowRank
  Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…
  ☆32Updated 6 years ago
• neuro4ml / neuro4ml.github.io
  Neuroscience for machine learners course
  ☆79Updated this week