awwkl / brain_language_summarizationLinks
My code repository for my ICLR 2023 paper "Training language models to summarize narratives improves brain alignment"
☆16Updated 2 years ago
Alternatives and similar repositories for brain_language_summarization
Users that are interested in brain_language_summarization are comparing it to the libraries listed below
Sorting:
- Predicting brain activity from word embeddings during natural language comprehension☆23Updated last year
- ☆44Updated last year
- ☆39Updated last year
- Code accompanying data release of natural language listening fMRI data (LeBel et al.)☆64Updated 2 years ago
- [PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing☆65Updated 2 years ago
- Narratives: fMRI data for evaluating models of naturalistic language comprehension☆67Updated 8 months ago
- Evaluate computational models on their alignment to behavioral and neural measurements in the domain of language☆38Updated 3 weeks ago
- Self-supervised learning techniques for neuroimaging data inspired by prominent learning frameworks in natural language processing + One …☆104Updated 2 years ago
- Voxelwise Encoding Model tutorials from the Gallant lab.☆88Updated last month
- This is a tutorial for the Neuroimaging Methods Workshop given by Shaonan Wang.☆10Updated 2 years ago
- Language Generation from Brain Recordings☆29Updated 6 months ago
- Automagic☆105Updated 4 months ago
- Starter code for the BOLDMoments fMRI video dataset☆17Updated last year
- Feature extraction, dimensionality reduction, model benchmarking.☆34Updated last year
- THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior☆53Updated last year
- Repository for the 2023 NeurIPS paper "Scaling laws for language encoding models in fMRI"☆26Updated last year
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18Updated last year
- Multiple-target linear models - CPU/GPU☆99Updated last week
- Code related to analyzing the Natural Scenes Dataset☆44Updated 11 months ago
- This is the official repository for the tutorial titled "Deep Learning for Brain Encoding and Decoding" to be conducted at CogSci-2022.☆24Updated 2 years ago
- EEGEyeNet is benchmark to evaluate ET prediction based on EEG measurements with an increasing level of difficulty☆45Updated 4 years ago
- python package to access the data of the NSD (natural scenes dataset) fMRI project☆49Updated last year
- Code for the paper "A high-performance speech neuroprosthesis"☆184Updated 5 months ago
- Python library for Representational Similarity Analysis☆226Updated last week
- Code related to the Natural Scenes Dataset data paper☆67Updated 2 months ago
- ☆39Updated 8 months ago
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆30Updated 6 months ago
- Use DNNs to build encoding models of EEG visual responses.☆94Updated 8 months ago
- ☆42Updated 2 years ago
- A unified Python package that standardizes existing implementations of similarity measures to faciliate comparisons across studies.☆31Updated 3 months ago