EEG Data Analysis, EEG-fMRI EEG-MicroStates EEG ERP BCI FFT P300 N400, NIRS fNIRS analysis - TheNeuroSoft, Neuroscience Experiments Design, Scientific Question, Connectome
04/08/2023 at 06:08:35
Author: Jackson Cionek
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EEG Data Analysis, EEG-fMRI EEG-MicroStates EEG ERP BCI FFT P300 N400, NIRS fNIRS analysis - TheNeuroSoft, Neuroscience Experiments Design, Scientific Question, Connectome
EEG-MicroStates EEG ERP BCI FFT P300 N400, NIRS fNIRS analysis
What kind of Scientific Question and Neuroscience Experiments Design can the NIRS and EEG systems offer related to Human Connectome or Functional Connectivity?
EEG (Electroencephalography) data analysis involves processing and interpreting the electrical signals recorded from electrodes placed on the scalp. This analysis is used to study brain activity and understand neural processes related to various cognitive functions, emotions, and behaviors.
EEG-fMRI refers to the simultaneous recording of EEG and functional Magnetic Resonance Imaging (fMRI) data. This multimodal approach allows researchers to combine the high temporal resolution of EEG with the high spatial resolution of fMRI to study brain function more comprehensively.
EEG microstates are brief periods of stable EEG topographies that represent the dynamic organization of neural activity in the brain. Microstate analysis helps identify recurring spatial patterns and provides insights into the functional connectivity and information processing in the brain.
EEG ERP (Event-Related Potentials) analysis focuses on extracting and analyzing brain responses to specific stimuli or events. ERPs are time-locked EEG signals that capture the brain's electrophysiological responses to sensory, cognitive, or motor events.
BCI is a technology that enables direct communication between the brain and external devices, bypassing traditional neuromuscular pathways. It allows individuals to control computers, prosthetics, or other devices using their brain signals.
FFT (Fast Fourier Transform):
FFT is a mathematical algorithm used to transform EEG data from the time domain to the frequency domain. It is used to analyze the power and frequency distribution of neural oscillations in the brain.
P300 and N400:
P300 and N400 are ERP components representing specific cognitive processes. P300 is associated with attention and working memory, while N400 is related to language processing and semantic integration.
NIRS (Near-Infrared Spectroscopy) fNIRS:
NIRS is a non-invasive neuroimaging technique that measures changes in blood oxygenation in the brain. Functional NIRS (fNIRS) is used to study brain activity during cognitive tasks and is particularly suitable for studying infants and young children.
Neuroscience experiments design involves planning and structuring experiments to investigate specific research questions in neuroscience. This includes selecting appropriate tasks, stimuli, and experimental conditions to gather relevant data and draw meaningful conclusions.
Scientific Question:
A scientific question is a well-defined and testable question that forms the basis of a scientific investigation. It guides the research process and helps researchers generate hypotheses, design experiments, and analyze data to answer the question.
Connectome:
A connectome is a comprehensive map of neural connections (synapses) in the brain. It represents the structural and functional networks that underlie information processing and communication between different brain regions. Connectome studies aim to understand brain connectivity and how it relates to cognitive functions and neurological disorders.
EEG Data Analysis | TheNeuroSoft
Recording, Analysis, Presentation and Stimulus Software EEG fMRI, NIRS fNIRS, TMS, tDCS tACS, MEG, Eye Tracking and VideoSyncThe analysis software for EEG ERP P300 N400 research, Video integration, Raw Data Inspection, interactive ICA, FFT, Wavelets, LORETA, MR and CB artifact correction, Integration for eye-tracking data,CSD Current Source Density, Grand Average, Grand Segmentation, ERS/ERD Event-related synchronization and desynchronization, FFT Fast Fourier Transform, FFT Inverse, ICA Independent Component Analysis, Inverse ICA,Butterworth filter, Linear Derivation, LORETA for source analysis, Ocular Correction ICA based on ICA, PCA Principal Component Analysis, Segmentation,Topographic Interpolation, t-Test paired and unpaired t-Tests, Wavelets, Wavelet ExtractionFunctionalNIRS near-infrared spectroscopy (fNIRS) NIRS infrared spectroscopy - Turbo-Satori: NIRS Real-time analysis software, Fully customized analysis pipeline,Capable of calculating changes in oxy- and deoxy-hemoglobin, concentrations followed by block averages, GLM, SVM classification and statistics, Topographic channel selection, Real-time statistics including T-values, Beta values, channel correlation and averages, Short distance channel support, Heartbeat detection/Heart rate calculation
NIRS fNIRS analysis | TheNeuroSoft
Neuroscience Experiments Design | Design of Experiments DOE
EEG NIRS Experimental DesignNIRS fNIRS BCIScientific Question, Physical Principles and Experimental Designs EEG-fMRI EEG-MicroStates EEG ERP BCI FFT P300 N400 Scientific Question, Physical Principles and Experimental Designs
Functional Connectivity | Functional Connectivity
Functional Connectivity
Ritmos Cerebrais e Conectividade | Functional Connectivity
Functional Connectivity
Human Connectome | Functional Connectivity
Functional Connectivity
Amazing Science Toys | NeuroMagic
Those who do that use combinations of colors, lights, or particular patterns that can really trick the brain. So get ready to check your visual perception with this fun challenge! Some of these illusions were interpreted a long time ago, while others will challenge your brain and still won’t give a logical explanation. These awesome pictures will mess with your eyes and mind, making you believe things aren’t what they seem!An Audio Illusion that gets you freaked out.
Optical Illusions | NeuroMagic
 | 00:00:00 - 03:38:00 Recording, Analysis, Presentation and Stimulus SoftwareEEG fMRI, NIRS fNIRS, TMS, tDCS tACS, MEG, Eye Tracking and VideoSyncThe analysis software for EEG ERP P300 N400 research, Video integration, Raw Data Inspection, interactive ICA, FFT, Wavelets, LORETA, MR and CB artifact correction, Integration for eye-tracking data,CSD Current Source Density, Grand Average, Grand Segmentation, ERS/ERD Event-related synchronization and desynchronization, FFT Fast Fourier Transform, FFT Inverse, ICA Independent Component Analysis, Inverse ICA,Butterworth filter, Linear Derivation, LORETA for source analysis, Ocular Correction ICA based on ICA, PCA Principal Component Analysis, Segmentation,Topographic Interpolation, t-Test paired and unpaired t-Tests, Wavelets, Wavelet ExtractionFunctionalNIRS near-infrared spectroscopy (fNIRS) NIRS infrared spectroscopy - Turbo-Satori: NIRS Real-time analysis software, Fully customized analysis pipeline,Capable of calculating changes in oxy- and deoxy-hemoglobin, concentrations followed by block averages, GLM, SVM classification and statistics, Topographic channel selection, Real-time statistics including T-values, Beta values, channel correlation and averages, Short distance channel support, Heartbeat detection/Heart rate calculation |
 | 03:38:00 - 06:08:00 Recording, Analysis, Presentation and Stimulus SoftwareEEG fMRI, NIRS fNIRS, TMS, tDCS tACS, MEG, Eye Tracking and VideoSyncThe analysis software for EEG ERP P300 N400 research, Video integration, Raw Data Inspection, interactive ICA, FFT, Wavelets, LORETA, MR and CB artifact correction, Integration for eye-tracking data,CSD Current Source Density, Grand Average, Grand Segmentation, ERS/ERD Event-related synchronization and desynchronization, FFT Fast Fourier Transform, FFT Inverse, ICA Independent Component Analysis, Inverse ICA,Butterworth filter, Linear Derivation, LORETA for source analysis, Ocular Correction ICA based on ICA, PCA Principal Component Analysis, Segmentation,Topographic Interpolation, t-Test paired and unpaired t-Tests, Wavelets, Wavelet ExtractionFunctionalNIRS near-infrared spectroscopy (fNIRS) NIRS infrared spectroscopy - Turbo-Satori: NIRS Real-time analysis software, Fully customized analysis pipeline,Capable of calculating changes in oxy- and deoxy-hemoglobin, concentrations followed by block averages, GLM, SVM classification and statistics, Topographic channel selection, Real-time statistics including T-values, Beta values, channel correlation and averages, Short distance channel support, Heartbeat detection/Heart rate calculation |
 | 06:08:00 - 08:30:00 EEG NIRS Experimental DesignNIRS fNIRS BCIScientific Question, Physical Principles and Experimental DesignsEEG-fMRI EEG-MicroStates EEG ERP BCI FFT P300 N400Scientific Question, Physical Principles and Experimental Designs |
 | 08:30:00 - 11:59:00 Functional Connectivity |
 | 11:59:00 - 13:58:00 Functional Connectivity |
 | 13:58:00 - 19:32:00 Functional Connectivity |
 | 19:32:00 - 22:17:00 Those who do that use combinations of colors, lights, or particular patterns that can really trick the brain. So get ready to check your visual perception with this fun challenge! Some of these illusions were interpreted a long time ago, while others will challenge your brain and still won’t give a logical explanation. These awesome pictures will mess with your eyes and mind, making you believe things aren’t what they seem!An Audio Illusion that gets you freaked out. |
 | 22:17:00 - 23:59:00 Those who do that use combinations of colors, lights, or particular patterns that can really trick the brain. So get ready to check your visual perception with this fun challenge! Some of these illusions were interpreted a long time ago, while others will challenge your brain and still won’t give a logical explanation. These awesome pictures will mess with your eyes and mind, making you believe things aren’t what they seem!An Audio Illusion that gets you freaked out. |
Jackson Cionek
