brain-score / languageLinks
Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language
☆37Updated 2 months ago
Alternatives and similar repositories for language
Users that are interested in language are comparing it to the libraries listed below
Sorting:
- Python library for Representational Similarity Analysis☆218Updated last month
- Voxelwise Encoding Model tutorials from the Gallant lab.☆84Updated last month
- Code accompanying data release of natural language listening fMRI data (LeBel et al.)☆64Updated last year
- [PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing☆63Updated last year
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆156Updated this week
- Multiple-target linear models - CPU/GPU☆97Updated last month
- Some methods for comparing network representations in deep learning and neuroscience.☆140Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆34Updated last year
- ☆84Updated last month
- Narratives: fMRI data for evaluating models of naturalistic language comprehension☆65Updated 6 months ago
- Predicting brain activity from word embeddings during natural language comprehension☆21Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last month
- ☆37Updated last year
- Topographic Deep Artificial Neural Networks☆53Updated 11 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- ☆26Updated 4 months ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆43Updated 3 years ago
- Feature extraction, dimensionality reduction, model benchmarking.☆34Updated last year
- A unified Python package that standardizes existing implementations of similarity measures to faciliate comparisons across studies.☆30Updated 2 months ago
- Python package for extracting representations from state-of-the-art computer vision models☆171Updated last month
- ☆54Updated last year
- Tutorial codes for modeling brains with neural nets☆235Updated 4 years ago
- Models and simulations for state space composition☆23Updated 10 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆84Updated last month
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆29Updated 5 months ago
- methods & simulation code to measure sequential replay☆42Updated 4 years ago
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆52Updated last year
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- Trained encoding models to generate in silico neural responses for arbitrary stimuli.☆31Updated last month