Martin Schrimpf's repositories
neural-nlp
[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing
pytorch_tutorial
PyTorch tutorial for the MIT-Harvard compneuro journal club
brain-score
NOT THE MAIN BRAIN-SCORE REPOSITORY | This is my personal fork of the brain-score repository for exploration; please use https://github.com/brain-score/brain-score for the official library
bmm22_language
[BMM'22] Tutorial on computational models of the human language system at the Brains, Minds, and Machines summer school 2022
skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
awesome-computational-neuroscience
A list of schools and researchers in computational neuroscience
awesome-neuro-ai-papers
Papers from the intersection of deep learning and neuroscience
bag-of-local-features-models
Pretrained bag-of-local-features neural networks
brainio_contrib
contribute stimuli or data to BrainIO
candidate_models
Candidate Models to evaluate on Brain-Score benchmarks
CIFAR10-brainscore
Brain-Score submission of of pretrained TorchVision models on CIFAR10 dataset
contributor_covenant
Pledge your respect and appreciation for contributors of all kinds to your open source project.
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
hmax
Brainscore submission project for the hmax model.
omnivore_brainscore
Omnivore submission to Brain-Score
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
PyTorch-Pretrained-ViT
Vision Transformer (ViT) in PyTorch
texture-vs-shape
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
U-Net-Pred
brain-score submission of Uran et al.'s 2020 Gammanet (V1-like UNet)
ZOO-Attack
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks