jashna14 / DL4Brain
This is the official repository for the tutorial titled "Deep Learning for Brain Encoding and Decoding" to be conducted at CogSci-2022.
☆23Updated 2 years ago
Alternatives and similar repositories for DL4Brain:
Users that are interested in DL4Brain are comparing it to the libraries listed below
- ☆34Updated 8 months ago
- ☆35Updated last year
- Multiple-target linear models - CPU/GPU☆90Updated last month
- ☆38Updated 9 months ago
- Feature extraction, dimensionality reduction, model benchmarking.☆33Updated 7 months ago
- Voxelwise Encoding Model tutorials from the Gallant lab.☆78Updated 2 weeks 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
- Predicting brain activity from word embeddings during natural language comprehension☆20Updated last year
- ☆74Updated last month
- Python library for Representational Similarity Analysis☆203Updated 3 weeks ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆57Updated 4 months ago
- [PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing☆58Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- ☆70Updated 2 years ago
- Code accompanying data release of natural language listening fMRI data (LeBel et al.)☆59Updated last year
- ☆14Updated 5 years ago
- ☆48Updated last year
- Python package to conduct feature-reweighted representational similarity analysis.☆28Updated last year
- demo code for neural encoding analysis of speech perception using ECoG recordings☆16Updated last year
- ☆10Updated last month
- A Python Toolbox for Multimode Neural Data Representation Analysis☆63Updated 3 years ago
- Dynamic Spectrotemporal Receptive Field (dSTRF) Analysis Toolbox☆17Updated 2 years ago
- Use DNN to study the brain and use brain measurement to evaluate DNN☆44Updated 5 months ago
- Code that accompanies the book☆30Updated 4 years ago
- Starting code for Algonauts 2021 challenge☆44Updated 3 years ago
- ☆13Updated 3 years ago
- Representational Similarity Analysis on MEG and EEG data☆60Updated 3 weeks ago
- Tutorial codes for modeling brains with neural nets☆225Updated 3 years ago
- Cycle-by-cycle analysis of neural oscillations.☆85Updated last month
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆24Updated last month