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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Gaussian process factor analysis with Poisson observations☆21Jul 6, 2022Updated 4 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
- ☆24Mar 16, 2022Updated 4 years ago
- Gaussian Process Factor Analysis☆32Aug 27, 2015Updated 11 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Sep 12, 2019Updated 6 years ago
- ☆21Aug 2, 2021Updated 5 years ago
- 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 8 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Analysis code for the OpenScope Credit Assignment project.☆13Jul 9, 2024Updated 2 years ago
- Topology Aware Task Mapping Tool☆14Jul 27, 2016Updated 10 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
- 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…☆99Aug 6, 2026Updated 3 weeks 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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 deep learning based method to uncover brain learning rules from behavior or neural experimental data.☆18Dec 18, 2024Updated last year
- A Python package for simulating recurrent, biologically-realistic neural networks☆12Sep 7, 2018Updated 7 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
- 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
- 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.
- The Brain Dynamics Toolbox☆36Sep 5, 2020Updated 5 years ago
- For managing 2P imaging datasets from preprocessing to activity trace extraction☆10Apr 12, 2019Updated 7 years ago
- Playing OpenAI games with Neuroevolution☆11Nov 16, 2019Updated 6 years ago
- Fast hierarchical medoid clustering☆16Apr 24, 2019Updated 7 years ago
- Learning Hawkes Processes from a Handful of Events☆13Jul 6, 2023Updated 3 years ago
- Neural Processing Matlab Kit is a set of functions for loading and manipulating data from Blackrock Microsystems' data files (.CCF, .NEV,…☆55Dec 2, 2025Updated 9 months ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆11Jan 30, 2026Updated 7 months ago