Everything needed to replicate the figures from the paper "Engineering recurrent neural networks from task-relevant manifolds and dynamics" (Pollock and Jazayeri, 2019)
☆12Dec 5, 2019Updated 6 years ago
Alternatives and similar repositories for EMPJ
Users that are interested in EMPJ are comparing it to the libraries listed below
Sorting:
- sequential learning in orthogonal subspaces☆14Nov 20, 2020Updated 5 years ago
- When do neural networks learn sequential vs. persistent solutions in short-term memory tasks?☆16Sep 12, 2019Updated 6 years ago
- This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural respo…☆13Feb 8, 2023Updated 3 years ago
- A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks☆35Jul 26, 2021Updated 4 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆39Apr 23, 2019Updated 6 years ago
- Some python functions to supplement the NEURON python module☆29Jun 25, 2019Updated 6 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆22Nov 29, 2025Updated 3 months ago
- Create NWB files by converting and combining neural data in proprietary formats and adding essential metadata.☆25Nov 7, 2022Updated 3 years ago
- This package provides Python libNeuroML, for working with neuronal models specified in NeuroML☆45Jan 8, 2026Updated last month
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆55Mar 3, 2016Updated 10 years ago
- Bayesian Reward Shaping Framework for Deep Reinforcement Learning☆25Mar 29, 2019Updated 6 years ago
- ☆31Aug 25, 2022Updated 3 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- Enhanced Explainable Neural Network☆10Dec 25, 2021Updated 4 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 years ago
- MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces☆10Mar 24, 2025Updated 11 months ago
- Tools for building and manipulating graphs in Python☆46Dec 18, 2025Updated 2 months ago
- Pytorch implementation of LocaNMF☆36Feb 17, 2020Updated 6 years ago
- ☆14Jun 28, 2022Updated 3 years ago
- Implementation of Mejias et al. 2016: Feedforward and feedback frequency-dependent interactions in a large-scale laminar network of the p…☆10Nov 25, 2025Updated 3 months ago
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 2 years ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆12Jul 10, 2022Updated 3 years ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Mar 2, 2023Updated 3 years ago
- ☆10Apr 15, 2022Updated 3 years ago
- Cognitive Computational Neuroscience online Reading Club(CCN0RC)☆12Jul 30, 2021Updated 4 years ago
- solver for discrete Mixed Observable Markov Decision Processes