neuroailab / cs375
Course Repository for CS 375 (Large Scale Neural Network Modules for Neuroscience)
☆39Updated last month
Alternatives and similar repositories for cs375:
Users that are interested in cs375 are comparing it to the libraries listed below
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆44Updated 10 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- A Python package for simulating recurrent, biologically-realistic neural networks☆13Updated 6 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Black box variational inference for state space models☆1Updated 8 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- Hidden Markov Models (HMMs) with tied states and autoregressive observations☆23Updated 4 years ago
- NYU PSYCH-GA 3405.001 / DS-GA 3001.014 : Advancing AI through cognitive science☆131Updated 5 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 2 years ago
- Code and report for APMA136 Final Project☆19Updated 9 years ago
- My PhD Thesis☆22Updated 8 years ago
- ☆30Updated 4 years ago
- A quickstart guide to tensor decomposition☆70Updated 2 years ago
- Keras for Science☆72Updated 6 years ago
- Cortex - Deep learning tools for neuroimaging☆31Updated 7 years ago
- subLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks☆16Updated 7 years ago
- Bayesian Effective Connectivity☆54Updated 6 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆125Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Brain decoding/encoding with neural network language models☆54Updated 5 years ago
- Structured Machine Learning in Python☆46Updated last year
- ☆8Updated 8 years ago
- Introductory workshop to modeling and model fitting in cognitive and computational neuroscience☆15Updated 5 years ago
- Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`☆14Updated 3 years ago
- Columbia Advanced Machine Learning Seminar☆24Updated 6 years ago
- Fast CPU implementations of several conditional probabilistic models☆36Updated last year
- ☆16Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 9 years ago
- Materials for UC Berkeley Neuroscience 299☆53Updated 5 years ago
- Lasagne / Theano tutorials for Nvidia Deep Learning Summercamp 2016☆26Updated 8 years ago