Train excitatory-inhibitory recurrent neural networks for cognitive tasks.
☆42Mar 3, 2016Updated 10 years ago
Alternatives and similar repositories for pycog
Users that are interested in pycog are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆56Mar 3, 2016Updated 10 years ago
- ☆20Nov 25, 2016Updated 9 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆39Jun 25, 2018Updated 8 years ago
- code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"☆13Mar 2, 2025Updated last year
- Gaussian process factor analysis with Poisson observations☆21Jul 6, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆32Aug 18, 2021Updated 5 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆177Jan 17, 2019Updated 7 years ago
- Fast Exact Spike Inference Via L0 Optimization☆16Jun 10, 2020Updated 6 years ago
- [NeurIPS 2022, Neuron 2024] Winning code for the Baoding ball MyoChallenge at NeurIPS 2022☆23Dec 16, 2024Updated last year
- Gaussian Process Factor Analysis☆33Aug 27, 2015Updated 11 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Sep 12, 2019Updated 7 years ago
- ☆21Aug 2, 2021Updated 5 years ago
- friendly command-line tool for initializing python packages☆18Jun 24, 2020Updated 6 years ago
- connect to a universe where cellular automata have run rampant☆12Nov 5, 2017Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit☆16Nov 11, 2022Updated 3 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Sep 9, 2017Updated 9 years ago
- Tutorial codes for modeling brains with neural nets☆245Aug 12, 2021Updated 5 years ago
- Analysis code for the OpenScope Credit Assignment project.☆13Sep 2, 2026Updated 2 weeks ago
- Topology Aware Task Mapping Tool☆14Jul 27, 2016Updated 10 years ago
- Python package for computing partial information decomposition.☆13Mar 15, 2019Updated 7 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆108Jul 30, 2024Updated 2 years ago
- ☆21Oct 7, 2021Updated 4 years ago
- The Browsable Atlas of Behavior-Anatomy Maps (BABAM) is a GUI for exploring hypotheses of correlations between neural activity in regions…☆13May 17, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆15Oct 13, 2021Updated 4 years ago
- Package for typesetting a book into PDF and HTML using pandoc and a bunch of other tools☆17Jul 21, 2020Updated 6 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆35Mar 17, 2025Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆101Sep 11, 2026Updated last week
- hierarchical core-periphery structure☆10Jul 21, 2023Updated 3 years ago
- Cognitive Computational Neuroscience online Reading Club(CCN0RC)☆12Jul 30, 2021Updated 5 years ago
- Implementations of stochastic optimization algorithms and solvers☆28May 21, 2022Updated 4 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆28Aug 29, 2016Updated 10 years ago
- Tools for analyzing spiking data from single-neuron recodings.☆33Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamic…☆11Dec 5, 2019Updated 6 years ago
- A Python package for simulating recurrent, biologically-realistic neural networks☆12Sep 7, 2018Updated 8 years ago
- Dimensionality-reduction and classification for morphology and electrophysiology☆12Sep 23, 2024Updated last year
- Extension of Convex.jl for disciplined multiconvex optimization☆10Feb 22, 2017Updated 9 years ago
- GE P-File Utilities☆18Dec 22, 2021Updated 4 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆23Jan 8, 2020Updated 6 years ago
- Hierarchical multi-system training framework for dynamical systems reconstruction (from Brenner et al. 2025 ICLR)☆22Mar 7, 2025Updated last year