A MATLAB package for modelling multivariate stimulus-response data

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

Bio-Silicon Synergetic Intelligence System

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

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

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

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

[INTERSPEECH 2025]Official code for "MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction"

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

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

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

Code for the paper "Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain Recordings".

Image Reconstruction from Brain fMRI imaging using Diffusion Models

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

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

This repository contains code implementations for the Discriminative Kalman Filter.

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

Neural Decoders for Hand Trajectory Estimation from M1 Activity

code for neural filtering project

Deep learning system that interprets brain signals from EEG/fMRI to control devices, predict neurological disorders, and enable brain-computer interfaces.