ZilongJi

2D2P

2 Dimensional virtual reality 2-photon imaging pipeline

AdaptiveAttractorForSequences

Sequential activation in adaptive hippocampal attractor networks

AlphaPose

Real-Time Multi-Person Pose Estimation System

awesome-few-shot-learning

A curated list of resources about few-shot and one-shot learning

ccnss2017_students

DomainAdaptiveReID

EEGLearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

PKU-Computational-Neuroscience-Journal-Club

Computational Neuroscience Journal Club in PKU

SpeechRecog_RNN

Speech Commands Recognition with different RNN models

deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

deepPongRL

A mini-project to make a deep RL agent to play pong in the openAI gym. This was made in the summer school CCNSS.

DukeMTMC-reID_evaluation

ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download)

FishTracker

Online tracking of fish in realtime.

GenerativeLinearAngularModelPathIntegration

Repository for the generative linear-angular modelling algorithm applied to the triangle completion task

HippocampalSWRDynamics

Code for Krause and Drugowitsch (2022). "A large majority of awake hippocampal sharp-wave ripples feature spatial trajectories with momentum". Neuron.

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

LearningToCluster_Omniglot

Learning to cluster by self-training

ln-model-of-mec-neurons

Code implements the LN model used to describe spike trains of MEC neurons based on the animal's position, head direction, speed, and theta phase information. Used in Hardcastle et al., 2017.

MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

NipLab_StudyGroup_2017

Here is the repository about reinforcement learning, the first topic in our NipLab study group. Exercises are named by the lecture number.

predictive-coding-recovers-maps

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

RatInABox

A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.

Recipes

Lasagne recipes: examples, IPython notebooks, ...

Rotary-Encoder

This is the matlab code to read data from the RLS rotary encoder

SpeechCmdRecognition

A neural attention model for speech command recognition

StateSpaceModelForHippocampalSequence

This is the code adapted from Eric's state space model for analysis replay sequence

Stochastic_Depth

Code for "Deep Networks with Stochastic Depth"

tensorflow

Computation using data flow graphs for scalable machine learning