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GitHub topics: neural-decoding

mickcrosse/mTRF-Toolbox

A MATLAB package for modelling multivariate stimulus-response data

Language: MATLAB - Size: 66.8 MB - Last synced at: 5 days ago - Pushed at: 5 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: 14 days ago - Pushed at: 14 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: 9 days ago - Pushed at: 10 months ago - Stars: 24 - Forks: 4

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: 2 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".

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

0xallam/BrainLens

Image Reconstruction from Brain fMRI imaging using Diffusion Models

Language: Python - Size: 1.69 MB - Last synced at: 2 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: 3 months ago - Pushed at: almost 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: about 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: about 2 months 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: over 4 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: about 2 years ago - Pushed at: over 4 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: about 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

Related Keywords
neural-decoding 20 bayesian-filtering 5 machine-learning 5 discriminative-learning 4 recursive-bayesian-estimation 4 brain-computer-interface 3 deep-learning 3 neuroscience 3 applied-mathematics 3 brown-university 3 fmri 2 brain 2 python 2 computational-neuroscience 2 bci 2 brain-machine-interface 2 neural-interface 2 image-reconstruction 1 stable-diffusion 1 machine-learning-algorithms 1 dnn 1 bipartite-graphs 1 deep-neural-networks 1 emotion 1 natural-language-processing 1 association-rules 1 neuroimaging 1 correlation 1 long-short-term-memory 1 lstm 1 mvpa 1 pytorch 1 transformer 1 hyperalignment 1 brain-anatomy 1 neural-encoding 1 neural-network 1 decoding 1 university 1 coding-theory 1 error-correcting-codes 1 pac-codes 1 polar-codes 1 polar-decoders 1 neural-computation 1 diffusion-models 1 human-cortical-organoids 1 ecog-analysis 1 carbon-nanotube-electrodes 1 brainwave-monitoring 1 brain-stimulation 1 brain-research 1 biomedical-engineering 1 bio-silicon-computing 1 ai-neural-mapping 1 matlab 1 brain-computer-interfaces 1 trf 1 temporal-response-function 1 system-identification 1 strf 1 stimulus-response-correlation 1 ridge-regression 1 bmi 1 data-visualization 1 data-analysis 1 multimodal 1 spike-trains 1 spike-sorting-software 1 spike-sorting 1 spike-sorter 1 spike-analysis 1 long-term-electrophysiological-recording 1 brain-computer-interace-application 1 eeg 1 conformer 1 synthetic-intelligence 1 synergetic-learning 1 signal-processing 1 sbi 1 neurotechnology 1 neuromimetic-feedback 1