This repository is for ACL 2022 findings paper: Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding.
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Updated
Nov 11, 2022 - Python
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
Neural decoding using deep neural network. Target variable - Position, Data split - Random
Analysis codes for "Context and space coding in mossy cell population activity".
Image Reconstruction from Brain fMRI imaging using Diffusion Models
XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"
These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).
Official implementation of the MICCAI 2022 paper "Graph Emotion Decoding from Visually Evoked Neural Responses"
This repository contains code implementations for the Discriminative Kalman Filter.
Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.
Code repository for "CRISP: Curriculum based Sequential neural decoders for Polar code family" - ICML 2023
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
Bio-Silicon Synergetic Intelligence System
Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"
Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.
A MATLAB package for modelling multivariate stimulus-response data
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