gyyang / nn-brainLinks
Tutorial codes for modeling brains with neural nets
☆226Updated 3 years ago
Alternatives and similar repositories for nn-brain
Users that are interested in nn-brain are comparing it to the libraries listed below
Sorting:
- A curated collection of neuroscience tasks with a common interface.☆284Updated this week
- Code for Task representations in neural networks trained to perform many cognitive tasks☆166Updated 6 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆60Updated last month
- ☆48Updated last year
- Fitting low-rank RNNs to neural trajectories (LINT method).☆17Updated 3 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆138Updated 10 months ago
- ☆77Updated 3 years ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆70Updated 5 years ago
- code for the paper, "flexible multitask computation in recurrent networks utilizes shared dynamical motifs"☆10Updated 3 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆97Updated 10 months ago
- ☆54Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆101Updated 4 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆82Updated 10 months ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆150Updated last year
- Python library for Representational Similarity Analysis☆213Updated 3 weeks ago
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 11 months ago
- Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IB…☆48Updated last year
- NEural MOdelS, a statistical modeling framework for neuroscience.☆100Updated this week
- a visualization method for neural data☆226Updated 2 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆73Updated 4 months ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆41Updated 3 years ago
- Elephant is the Electrophysiology Analysis Toolkit☆214Updated 2 months ago
- ☆97Updated 3 weeks ago
- ☆22Updated last month
- IBL foundation model☆23Updated 6 months ago
- ☆30Updated last year
- Modules for processing extracellular electrophysiology data from Neuropixels probes☆116Updated 10 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- A python package that includes many methods for decoding neural activity☆451Updated last year
- repository for grid cell network code☆63Updated 2 years ago