Neuroscience and Artificial Intelligence Lab (@neuroailab)
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neuroailab

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  • Stars
    star
    788
  • Global Org. Rank 18,027 (Top 6 %)
  • Registered about 8 years ago
  • Most used languages
    Python
         69.0 %
    Jupyter Notebook
         20.7 %
    C++
         6.9 %
    C#
         3.4 %

Top repositories

1

tnn

Biologically-realistic recurrent convolutional neural networks
Python
94
star
2

LocalAggregation-Pytorch

Python
87
star
3

VIE

Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"
Python
80
star
4

PSGNets

Neural Networks that convert input movies into Physical Scene Graphs (PSGs)
Python
61
star
5

LocalAggregation

Tensorflow implementation for "Local Aggregation for Unsupervised Learning of Visual Embeddings"
Python
57
star
6

physics_prediction

Codes for paper "Flexible Neural Representation for Physics Prediction".
Python
43
star
7

TDANN

Topographic Deep Artificial Neural Networks
Python
43
star
8

cs375

Course Repository for CS 375 (Large Scale Neural Network Modules for Neuroscience)
Jupyter Notebook
36
star
9

flex-ml-agents

FleX ML Agents Simulation Environment - Forked from ml-agents
C#
26
star
10

tfutils

Utilities for working with tensorflow
Python
25
star
11

unsup_vvs

Unsupervised deep convolutional neural network model for the ventral visual stream.
Python
25
star
12

convrnns

ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks
Python
25
star
13

EISEN

Python
23
star
14

Neural-Alignment

Python
23
star
15

CounterfactualWorldModels

An approach to building pure vision foundation models by prompting masked predictors with "counterfactual" visual inputs.
Python
21
star
16

psych253

Code for Psychology 253
Jupyter Notebook
16
star
17

CuriousSamplePlanner

Curiosity in Multi-Step Motion Planning
Jupyter Notebook
13
star
18

lr-identify

A large database of artificial neural network statistics during training
Python
13
star
19

ptutils

PyTorch utilities for neural network research.
Python
10
star
20

physopt-physics-benchmarking

Python
10
star
21

mec

Python
9
star
22

VisualLearningBenchmarks

Python
8
star
23

learning_to_play

Public code for Learning to play with intrinsically-motivated self-aware agents
Python
7
star
24

whisker_model

Codes for reproducing results in paper: https://arxiv.org/abs/1706.07555
C++
7
star
25

barrel

For barrel cortex modelling
Jupyter Notebook
4
star
26

stansim

stanford world simulator
C++
3
star
27

mouse-vision

Models of Mouse Vision: Self-supervised pre-trained networks and training code (PyTorch)
Python
3
star
28

mtl_perception

Jupyter Notebook
2
star
29

physics-models

Jupyter Notebook
1
star
30

MORF

1
star