neural-decoding
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A MATLAB package for modelling multivariate stimulus-response data
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Dec 1, 2024 - MATLAB
Bio-Silicon Synergetic Intelligence System
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Aug 15, 2024 - Jupyter Notebook
Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.
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Aug 30, 2023 - Jupyter Notebook
Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"
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Mar 1, 2020 - MATLAB
The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch
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Nov 24, 2024 - Python
Stable and aligned spike sorting and decoding over long-term recordings in BCI
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Dec 20, 2024 - Jupyter Notebook
Code repository for "CRISP: Curriculum based Sequential neural decoders for Polar code family" - ICML 2023
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Oct 22, 2023 - Python
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
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Jun 4, 2020 - MATLAB
Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.
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Jul 3, 2020 - Python
Official implementation of the MICCAI 2022 paper "Graph Emotion Decoding from Visually Evoked Neural Responses"
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Jul 25, 2022 - Python
XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"
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Sep 8, 2020 - TeX
These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).
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Sep 8, 2020 - TeX
Image Reconstruction from Brain fMRI imaging using Diffusion Models
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Jan 31, 2024 - Python
This repository contains code implementations for the Discriminative Kalman Filter.
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Nov 6, 2023 - Python
This repository is for ACL 2022 findings paper: Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding.
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Nov 11, 2022 - Python
Material from the Neuroengineering course
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Jun 7, 2023 - TeX
Neural decoding using deep neural network. Target variable - Position, Data split - Random
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Jun 6, 2020 - Jupyter Notebook
Analysis codes for "Context and space coding in mossy cell population activity".
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Sep 5, 2024 - Jupyter Notebook
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