GitHub topics: neural-decoding
Rong-Ding/DecodingUnderPartialObservability
Code and report regarding decoding neural dynamics under partial observabilities using Autoencoders
Language: Jupyter Notebook - Size: 2.44 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0
madibabaiasl/NeuroFusion-Trans
Deep learning framework for EEG–EMG fusion using transformers to improve gesture recognition in assistive robotics.
Language: Jupyter Notebook - Size: 15.4 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0
madibabaiasl/EEGIntentPaper
Transformer-based EEG intent detection model classifying real vs. imagined movements for assistive robotics applications.
Language: Jupyter Notebook - Size: 438 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0
Unlimited-Research-Cooperative/Bio-Silicon-Synergetic-Intelligence-System
Bio-Silicon Synergetic Intelligence System
Language: Jupyter Notebook - Size: 309 MB - Last synced at: 4 days ago - Pushed at: 11 months ago - Stars: 25 - Forks: 4
mickcrosse/mTRF-Toolbox
A MATLAB package for modelling multivariate stimulus-response data
Language: MATLAB - Size: 66.8 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 91 - Forks: 31
eg424/BCI
Neural Decoders for Hand Trajectory Estimation from M1 Activity
Language: MATLAB - Size: 18.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
0xallam/Brain-EEG-Emotion-Classifier
Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.
Language: Jupyter Notebook - Size: 42.4 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 0
LiuLab-Bioelectronics-Harvard/AutoSort
Stable and aligned spike sorting and decoding over long-term recordings in BCI
Language: Jupyter Notebook - Size: 15 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 3 - Forks: 0
leeh2213/MB2C
The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch
Language: Python - Size: 78.1 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0
chenhungling/decode_mossy_cells
Analysis codes for "Context and space coding in mossy cell population activity".
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0xallam/BrainLens
Image Reconstruction from Brain fMRI imaging using Diffusion Models
Language: Python - Size: 1.69 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
burkh4rt/DKF-implementations
This repository contains code implementations for the Discriminative Kalman Filter.
Language: Python - Size: 993 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1
zhongyu1998/GED
Official implementation of the MICCAI 2022 paper "Graph Emotion Decoding from Visually Evoked Neural Responses"
Language: Python - Size: 149 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0
LittletreeZou/Cross-Modal-Cloze-Task
This repository is for ACL 2022 findings paper: Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding.
Language: Python - Size: 114 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
AdriandLiu/Neural-Decoding-Project
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
Language: MATLAB - Size: 248 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 3
ggldnl/Neuroengineering
Material from the Neuroengineering course
Language: TeX - Size: 40.8 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
hebbarashwin/neural_polar_decoder
Code repository for "CRISP: Curriculum based Sequential neural decoders for Polar code family" - ICML 2023
Language: Python - Size: 26.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
burkh4rt/Discriminative-Kalman-Filter
companion code for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"
Language: MATLAB - Size: 6.34 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 7
GUO-Jiahui/budapest_hyperalignment
Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.
Language: Python - Size: 3.91 KB - Last synced at: 4 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0
burkh4rt/DKF-dissertation
XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"
Language: TeX - Size: 15.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1
burkh4rt/DKF-defense-presentation
These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).
Language: TeX - Size: 18.8 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0
PrajwalShanthigramaManjunath/Neural-Decoding-using-DNN-random-split
Neural decoding using deep neural network. Target variable - Position, Data split - Random
Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
burkh4rt/brown_kobe_exchange_2016
code for neural filtering project
Language: TeX - Size: 72 MB - Last synced at: about 2 years ago - Pushed at: almost 9 years ago - Stars: 1 - Forks: 1