mschrimpf

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

cv

LaTeX Curriculum Vitae template (filled with my personal info, extendable to anyone)

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

IT-fitting

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

Data management for quantitative comparison of brains and brain-inspired systems

brainio_contrib

contribute stimuli or data to BrainIO

brainscore_language

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

FixRes

This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423

hmax

Brainscore submission project for the hmax model.

ITN

Modeling cortical visual topography with interactive topographic network (ITN) models

lm_1b

pseudo-fork of https://github.com/tensorflow/models/tree/master/research/lm_1b for direct pip installation

omnivore_brainscore

Omnivore submission to Brain-Score

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

pixel-model

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

r3m

R3M wrapped for Brain-Score submission

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)

unsup_vvs

Unsupervised deep convolutional neural network model for the ventral visual stream.

ZOO-Attack

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks