Code base for the SENSORIUM competition.

NeurIPS | 1st place solution for Sensorium 2023 Competition

Spiking Neural Network modelling the Visual Cortex (V1) Layer 5

Simulation of cat V1 simple cell and receptive field.

Analysis and visualization of data recorded from V4 of macaque monkeys trained in a shape detection task

[fMRI] Multisensory integration of metaphorically related audiovisual inputs in visual cortex

Edge co-occurrences can account for rapid categorization of natural versus animal images

Foundations of Neuroscience Course Project

Resolving the mesoscopic missing link: Biophysical modeling of EEG from cortical columns in primates

This project was developed as part of the Biologically Inspired Artificial Intelligence course at the Silesian University of Technology. The goal is to automatically classify eye diseases (diabetic retinopathy, cataract, glaucoma, normal) from retinal images using a convolutional neural network (CNN) inspired by the human visual cortex.

The Role of Chromatic Stimuli in Modulating Perceptual Inpainting within the Visual Cortex

The academic website of Jianghao Liu.

Official implementation of the paper "Learning Invariance Manifolds of Visual Sensory Neurons".