qihongl

brainiak

Brain Imaging Analysis Kit

demo-advantage-actor-critic

A pytorch implementation of the advantage actor-critic (A2C) algorithm (Mnih et al. 2016). Used as a demo for NEU330 Computational Modeling of Psychological Function, Spring 2019.

dnd-lstm

A Python(PyTorch) implementation of memory augmented neural network based on Ritter et al. (2018). Been There, Done That: Meta-Learning with Episodic Recall. ICML.

LCNet

Lu, et al. (2023). Reconciling Shared versus Context-Specific Information in a Neural Network Model of Latent Causes.

learn-hippo

Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife

mathCognition_RAM

Apply the recurrent attention mechanism (Mnih, et al., 2014) to counting.

meta-model

testing LCNet on Multi-angle Extended Three-dimensional Activity (META) stimulus set

MVPA_tutorial

MVPA tutorial - Rogers lab brain imaging unit

nnsrm-neurips18

Lu, et al. (2018) Shared Representational Geometry Across Neural Networks. Workshop on Integration of Deep Learning Theories, NeurIPS.

reinforcementLearning_practice

learning RL using Richard S. Sutton and Andrew G. Barto's book

qihongl/learn-hippo

Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife

qihongl/free-recall

a neural network model of free recall

qihongl/brainiak

Brain Imaging Analysis Kit

qihongl/LCNet

Lu, et al. (2023). Reconciling Shared versus Context-Specific Information in a Neural Network Model of Latent Causes.

qihongl/when-to-recall

model of recall policy with Cody

qihongl/cogsci-template

qihongl/META-loader

a lightweight loader for the META data (Bezdek et al. 2022)

qihongl/qihongl.github.io

Qihong Lu's personal webpage

qihongl/Rational-Models-of-Categorization

Implements Anderson (1991)'s rational model and a few of its successors.

qihongl/meta-model

testing LCNet on Multi-angle Extended Three-dimensional Activity (META) stimulus set

qihongl/3-Body-Simulation

A simulation to show the trajectories of three-body systems

qihongl/CBIG

qihongl/cleanBib

Probabilistically assign gender and race proportions of first/last authors pairs in bibliography entries

qihongl/course-content-dl

qihongl/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

qihongl/DeepSITH

qihongl/demo-elman-1990

learning event boundaries with a RNN

qihongl/demo-mds

demo for sklearn.manifold.MDS, made for NEU480 at Princeton

qihongl/Events152_fMRI_NeuralMechanisms

qihongl/gbs-context-model-demo

qihongl/HierarchicalBinaryPatterns

qihongl/hopfield-layers

Hopfield Networks is All You Need

qihongl/LAT_062923

Codes for "Learning attentional templates for value-based decision-making"

qihongl/mcclelland-mcnaughton-lampinen-2020

McClelland, J. L., McNaughton, B. L., & Lampinen, A. K. (2020). Integration of New Information in Memory: New Insights from a Complementary Learning Systems Perspective. In bioRxiv (p. 2020.01.17.909804). https://doi.org/10.1101/2020.01.17.909804

qihongl/model-proj-template

qihongl/moul

[Rewrite] The minimalist publishing tool for photographers

qihongl/ndt-rep

qihongl/neural-data-transformers

qihongl/numpy-ml

Machine learning, in numpy

qihongl/qihongl

Config files for my GitHub profile.