neural-decoding

There are 0 repository under neural-decoding topic.

mTRF-Toolbox
mickcrosse / mTRF-Toolbox
A MATLAB package for modelling multivariate stimulus-response data
bci bmi brain-computer-interface brain-machine-interface neural-decoding neural-interface ridge-regression stimulus-response-correlation strf system-identification temporal-response-function trf
Language:MATLAB 70
ahmed-alllam / Brain-EEG-Emotion-Classifier
Emotion classification from Brain EEG signals using a hybrid CNN-Transformer model and various ML algorithms.
brain-computer-interface conformer deep-learning eeg neural-decoding
Language:Jupyter Notebook 13
Discriminative-Kalman-Filter
burkh4rt / Discriminative-Kalman-Filter
Code supplement for "The Discriminative Kalman Filter for Bayesian Filtering with Nonlinear and Nongaussian Observation Models"
bayesian-filtering neural-decoding discriminative-learning recursive-bayesian-estimation machine-learning brown-university neural-computation applied-mathematics
Language:MATLAB 10
Unlimited-Research-Cooperative / Bio-Silicon-Synergetic-Intelligence-System
Bio-Silicon Synergetic Intelligence System
human-cortical-organoids sbi synthetic-intelligence bio-silicon-computing synergetic-learning neuroscience brain-research signal-processing biomedical-engineering computational-neuroscience neurotechnology brainwave-monitoring brain-stimulation neural-decoding ai-neural-mapping carbon-nanotube-electrodes neural-interface neuromimetic-feedback ecog-analysis
Language:Jupyter Notebook 9
AdriandLiu / Neural-Decoding-Project
Hippocampus spike activity related to the depression-related behaviors after stress. Propose the stress determinator
lstm long-short-term-memory neural-decoding correlation association-rules python pytorch transformer
Language:MATLAB 4
GUO-Jiahui / budapest_hyperalignment
Scripts to perform hyperalignment and movie segment decoding using the Budapest dataset.
hyperalignment mvpa decoding neuroimaging fmri neural-decoding
Language:Python 3
hebbarashwin / neural_polar_decoder
Code repository for "CRISP: Curriculum based Sequential neural decoders for Polar code family" - ICML 2023
coding-theory error-correcting-codes machine-learning neural-decoding pac-codes polar-codes polar-decoders
Language:Python 3
burkh4rt / DKF-defense-presentation
These slides were presented at my dissertation defense (Division of Applied Mathematics, Brown University, 23 May 2018).
bayesian-filtering neural-decoding discriminative-learning recursive-bayesian-estimation machine-learning applied-mathematics brown-university
Language:TeX 2
burkh4rt / DKF-dissertation
XeLaTeX for "A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding"
bayesian-filtering neural-decoding discriminative-learning recursive-bayesian-estimation brown-university applied-mathematics machine-learning
Language:TeX 2
burkh4rt / DKF-implementations
This repository contains code implementations for the Discriminative Kalman Filter.
bayesian-filtering neural-decoding discriminative-learning recursive-bayesian-estimation machine-learning
Language:Python 2
zhongyu1998 / GED
Official implementation of the MICCAI 2022 paper "Graph Emotion Decoding from Visually Evoked Neural Responses"
bipartite-graphs brain emotion neural-decoding
Language:Python 2
ahmed-alllam / BrainLens
Image Reconstruction from Brain fMRI imaging using Diffusion Models
computational-neuroscience deep-learning diffusion-models fmri image-reconstruction neural-decoding neuroscience stable-diffusion
Language:Python 1
burkh4rt / brown_kobe_exchange_2016
code for neural filtering project
neural-decoding bayesian-filtering
Language:TeX 1
chenhungling / decode_mossy_cells
Analysis codes for "Context and space coding in mossy cell population activity".
data-analysis data-visualization neural-decoding neuroscience
Language:Jupyter Notebook 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.
natural-language-processing neural-decoding
Language:Python 0
ggldnl / Neuroengineering
Material from the Neuroengineering course
neural-decoding brain brain-anatomy neural-encoding neural-network university
Language:TeX
PrajwalShanthigramaManjunath / Neural-Decoding-using-DNN-random-split
Neural decoding using deep neural network. Target variable - Position, Data split - Random
python deep-neural-networks machine-learning-algorithms dnn neural-decoding
Language:Jupyter Notebook