Code for Cadena, S. A, et al. (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Computational Biology

cnnmanipmatconvnet

Code for CNN visualization, RF estimation and more in matlab using MatConvNet toolbox.

cornet

CORnet: Modeling the Neural Mechanisms of Core Object Recognition

diverse_feature_vis

Code for Cadena et. al 2018 ECCV Diverse feature visualizations reveal invariances in early layers of deep neural networks.

docker-deeplearning

Development of new unified docker container (WIP)

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

inception_loop2019

Code for Inception Loop 2019 Paper

lucent

Lucid library adapted for PyTorch

massmail

Script to send mass mail

mei

midlevel-reps

Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies

neural-straight

Exploring Neural Straightening in Mouse visual cortex

neuralpredictors

Machine Learning Utils of Sinzlab

neurovisfit

nnfabrik

A generalized model fitting pipeline that houses models, trainers, and datasets in datajoint and returns as well as stores trained models.

nnvision

Envisioning the biological visual system with deep neural networks. Project repo of Konsti.

nnvision_old

Envisioning the biological visual system with deep neural networks. Project repo of Konsti.

pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

ptrnets

Collection of pretrained networks in pytorch readily available for transfer learning tasks (e.g. neural system identification)

response_contour_analysis

Code for conducting iso-response contour analysis on DNNs

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