A MATLAB package for modelling multivariate stimulus-response data

Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"

Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator

Bio-Silicon Synergetic Intelligence System

XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"

Code repository for "CRISP: Curriculum based Sequential neural decoders for Polar code family" - ICML 2023

code for neural filtering project

This repository contains code implementations for the Discriminative Kalman Filter.

Image Reconstruction from Brain fMRI imaging using Diffusion Models

These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).

This repository is for ACL 2022 findings paper: Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding.

Material from the Neuroengineering course

Stable and aligned spike sorting and decoding over long-term recordings in BCI

Official implementation of the MICCAI 2022 paper "Graph Emotion Decoding from Visually Evoked Neural Responses"

Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.

The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch

Neural decoding using deep neural network. Target variable - Position, Data split - Random

Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.

Analysis codes for "Context and space coding in mossy cell population activity".