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
- Framewise phoneme classification on the TIMIT dataset using neural networks☆19Jul 14, 2016Updated 10 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Preprocessing and analysis scripts for the dPCA paper (eLife 2016)☆10Jul 15, 2016Updated 10 years ago
- Gaussian process factor analysis with Poisson observations☆21Jul 6, 2022Updated 4 years ago
- To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).☆32Aug 18, 2021Updated 4 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆175Jan 17, 2019Updated 7 years ago
- Fast Exact Spike Inference Via L0 Optimization☆16Jun 10, 2020Updated 6 years ago
- ☆23Mar 16, 2022Updated 4 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☆32Aug 27, 2015Updated 10 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Sep 12, 2019Updated 6 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.
- ☆21Aug 2, 2021Updated 4 years ago
- This is a repository for the paper: "Sequence anticipation and spike-timing-dependent plasticity emerge from a predictive learning rule" …☆12Jun 2, 2024Updated 2 years ago
- friendly command-line tool for initializing python packages☆18Jun 24, 2020Updated 6 years ago
- Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit☆15Nov 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 8 years ago
- Tutorial codes for modeling brains with neural nets☆245Aug 12, 2021Updated 4 years ago
- Analysis code for the OpenScope Credit Assignment project.☆13Jul 9, 2024Updated 2 years ago
- Topology Aware Task Mapping Tool☆14Jul 27, 2016Updated 9 years ago
- Python package for computing partial information decomposition.☆13Mar 15, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆108Jul 30, 2024Updated last year
- ☆15Oct 13, 2021Updated 4 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆98Jun 27, 2026Updated 3 weeks ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆35Mar 17, 2025Updated last year
- hierarchical core-periphery structure☆10Jul 21, 2023Updated 3 years ago
- Cognitive Computational Neuroscience online Reading Club（CCN0RC）☆12Jul 30, 2021Updated 4 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 9 years ago
- Tools for analyzing spiking data from single-neuron recodings.☆31Jun 22, 2026Updated last month
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A deep learning based method to uncover brain learning rules from behavior or neural experimental data.☆18Dec 18, 2024Updated last year
- 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
- Implementation of fixed point analysis for Recurrent Neural Network.☆23Jan 8, 2020Updated 6 years ago
- Dynamic Time Warping (DTW) and related algorithms in Julia☆13Mar 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
- A place where all demo code and data are stored.☆14Nov 25, 2020Updated 5 years ago