cdgreenidge / leabra7
A Python package for simulating recurrent, biologically-realistic neural networks
☆13Updated 6 years ago
Alternatives and similar repositories for leabra7:
Users that are interested in leabra7 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
- subLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks☆16Updated 7 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- Brain decoding/encoding with neural network language models☆55Updated 5 years ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆7Updated 8 years ago
- Course Repository for CS 375 (Large Scale Neural Network Modules for Neuroscience)☆42Updated last month
- Keras for Science☆72Updated 6 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Updated 7 years ago
- interactive analysis of calcium imaging data from larval zebrafish☆134Updated 5 years ago
- Data and example scripts used in the paper `Inferring hidden structure in multilayered neural circuits`☆14Updated 3 years ago
- Pip-installable differentiable stacks in PyTorch!☆65Updated 4 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 6 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 2 years ago
- A collection of IPython notebooks from a graduate-level statistics course run by Tom Wallis and Philipp Berens☆27Updated 9 years ago
- Cortex - Deep learning tools for neuroimaging☆31Updated 7 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆126Updated 4 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 6 years ago
- An extension to Sacred for automated hyperparameter optimization.☆59Updated 7 years ago
- An algorithm for unsupervised discovery of sequential structure☆25Updated 6 years ago
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆59Updated 4 years ago
- Keras models as ASCII diagrams☆29Updated 6 years ago
- a keras toolkit☆35Updated 8 years ago
- Spinal cord gray matter segmentation using deep dilated convolutions.☆45Updated 7 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- Variational Walkback, NIPS'17☆28Updated 7 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 9 years ago
- ☆74Updated 5 years ago
- AI-ON Consciousness Prior☆91Updated 7 years ago