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Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the Introduction to the methodology of EEG methodology of EEG recording recording Friday October 20th 2006
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Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Jan 02, 2016

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Nicholas Ellis
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Page 1: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Introduction to the Introduction to the methodology of EEG methodology of EEG

recordingrecordingFriday October 20th

2006

Page 2: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Summary Summary

• A. Generators and modulators of EEG signal• B. Understanding instrumentation• C. Main ethical issues • D. Physiological and electronical sources of noise• E. Constraints for experimental protocols in EEG• F. Configuration of EEG recording system and selection of montage• G. Management of connectics• H. Paste-up and problem solving during the recording session• I. Digitization• J. Cleaning/decontamination  of sensitive equipment / equipment

maintenance

Page 3: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

A. Generators and modulators of EEG A. Generators and modulators of EEG signalsignal

Page 4: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Generators of EEG signal Generators of EEG signal

• When reached by an input, the presynaptic neuron:– Releases some

neurotransmitter in the synaptic cleft

• The dendritic process of the post-synaptic neuron:– shows a local change in its

membrane’s permeability– generates a primary

(intracellular) current from the locus of the synapse to the soma

– Generates a secondary/return extracellular current to close the loop

Page 5: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Generators of EEG signal Generators of EEG signal

• Cortical pyramidal neurons, arranged in layers– The movement of the ions is

creating an open field (no cancellation)

• When a local community of tens of thousands of neurons are activated simultaneously by some input, a signal can be detected as far as at the surface of the scalp

• This signal is EXTREMELY tiny, and requires many precautions when measured

Page 6: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Generators of EEG signal Generators of EEG signal

• And the miracle occurs

Page 7: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Modulators Modulators

• Age– Children:

• Changes in frequency content due to the size of the loops in the anatomical networks

• Changes in the conduction time due to myelinization• Change in the amplitude of the signal due to myelinization

– Adult• Increased variability over 40

• Vigilance – Chronopsychology (more details next)– Drugs– Caffeine

• Body temperature• Hormonal cycles (women)• Laterality

Page 8: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Modulators Modulators

• Circadian rhythms – Global power is maximal during

the afternoon– Theta power has two peaks at

4pm and midnight– Induced alpha is maximal in the

afternoon– Beta is maximal between 5pm

and 7pm

• The modulation is dependent on the location of the electrodes

Page 9: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

B. Understanding instrumentationB. Understanding instrumentation

Page 10: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Overview Overview

• Junction skin-electrode• Analog conduction• Differential amplifiers• ADC

• Integration of triggers

• Transfer to the CPU / storage

Page 11: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Transduction Transduction

• The living tissues contain free ions

• The wire is conveying electrons

• The transfer of the signal from one material to the other requires a chemical transformation

• Oxidation or reduction (AC)

Page 12: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Transduction Transduction

• Eg. Ag / AgCl electrode:– OXIDATION

• If an electron moves from the wirewire to the electrodeelectrode toward the conductive gelconductive gel:

– It reacts with AgCl » ee-- + AgClAgCl -> AgAg + ClCl--

– Cl- becomes hydrated and enters the conductive paste

– REDUCTION• If ion moves from the conductive gel to

the electrode:– It reacts with solid Ag

» AgAg + ClCl-- -> ee-- + AgCl AgCl – AgCl becomes insoluble– one electron is liberated to the wire

• REVERSIBLE

e-e-

e-e-

Page 13: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Transduction Transduction

• Eg. Ag / AgCl electrode:

• The Ag/AgCl electrode is non-polarizable (or minimally polarizable)

• POLARIZATION– The anion (Cation) is unable to move

freely across the gel/electrode border– The concentration of ions at the border is

altered.– Ions concentrate over the border with the

electrode and create a steady potential (bi-layer, capacitance)

– This steady potential hampers the movement of the charges

• This is important since the biopotential we intend to measure is in the range of 1/1000 of the half-cell potential (local potential at the junction between the conductive paste and the electrode)

Page 14: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Analog conduction Analog conduction

• As soon as the potentials are digital, they are immune to noise (not to deletion)

• Between the cap and the ADC, the minuscule currents are traveling through the cables and in the amplifier.– Contamination through movements of the cables – Contamination by cross-talk inside the amplifier

and at the multiplexer of the ADC

Page 15: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Differential amplification Differential amplification

• We amplified to push the deflection of the pens (mechanical)

• We amplify to bring the signal in the range of the ADC (usually 0-1 to 0-5 V)

• But more importantly, the purpose is differential amplification…

Page 16: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Differential amplification Differential amplification

• Principle of differential amplification: the CMR – (Signal + noise) – (noise)

• Take a scalp electrode (say C3) and a fixed point (GND)

• Measure one potential difference

• Take a reference electrode (say MA1) and a fixed point

• Measure a second potential difference

• (Signal + noise) – (noise) = “a very clean” signal

Page 17: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Differential amplification Differential amplification

• The ability of the amplifier to reject the common mode noise is called the CMRR

Page 18: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Differential amplification Differential amplification

• Amplifier Input impedance– Separate the differential

input with a high resistance

Page 19: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Analog-to-Digital Analog-to-Digital ConversionConversion

• Sampling frequency: Nyquist and aliasing

Page 20: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Analog-to-Digital Analog-to-Digital ConversionConversion

• Sampling frequency • ADC range• Quantization

Page 21: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Acquisition and storageAcquisition and storage

• Data acquisition and storage– Reasonable sampling rate– Backup

Page 22: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Understanding Understanding instrumentationinstrumentation

• Quikcap • Headbox• Power unit• System unit

Page 23: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

C. Main ethical issues C. Main ethical issues

Page 24: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Electrical safetyElectrical safety

• Security for the subject and security for the equipment– Faulty connections – Additional devices (response pads, sensors)– Ground loops– Static discharges– Chassis leakage– EMI in crossing wires

• Isolation amplifiers (Neuroscan system) are regulated by IEC 601-1 specifications.

• Additional devices connected to Neuroscan have to be detailed in the application to the EEG committee

• Order to plug or unplug the components

Page 25: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Infection riskInfection risk

• Most of the supplies, especially those in contact with the subject (eg. needles), are disposable

• Any supply in contact with the subject does not return to the main. – eg. the gel is sampled in a cup. Do NEVERNEVER refill a syringe in the main container.

• Moderate skin preparation: a subject should never be bleeding as a result of skin preparation.

– Inspection for the presence of blood after experiment (to choose the decontamination procedure)

• Decontamination of non-disposable equipment

• Is regulated by [American Electroencephalographic Society. Report of the Committee on Infectious Diseases. J Clin Neurophysiol 1994;11:128-132.].

Page 26: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Infection riskInfection risk

Object & Classification Use of Item Decontamination required

after cleaning

Critical Enters vascular system or sterile

body tissues

Sterilization and holding in sterilized state. High level disinfection is not sufficient

Semi-Critical Comes in contact with non-intact skin or intact mucous membranes

High level disinfection (by heat or chemicals)

Non-Critical Comes in contact with

intact skin

Intermediate or low level disinfection

Spaulding's classification of devices/medical instruments

Page 27: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

D. Physiological and electronical sources D. Physiological and electronical sources of noiseof noise

Page 28: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• Physiological artifact– Ocular domain– Muscular domain– EKG– Respiratory– Movement – EDR/sweating

• Subjects’ instruction and online monitoring• Instrumental noise

– EMI : wireless or line noise (60 Hz)– Sway of the cable– Electrodes poorly attached (pop)– Electrode noise– Amplifier noise – Flicker noise (DC recordings!)– Amplifier blocking

• Shielding and guarding

Page 29: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• Artifacts from the ocular domain

Page 30: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• With proper alignment of EOG electrodes, horizontal EOG do not pick up the signal from vertical eye movements

1 s

GOOD BAD

Page 31: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• Saccade / eye movements

1 s

Page 32: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• Muscles

Page 33: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• How life could be easy without muscles

Page 34: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• (and with enough time to average thousands)

Page 35: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

– EKG

Page 36: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

– Respiratory

Page 37: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

– Movement

Page 38: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

– EDR/sweating

Page 39: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• Physiological artifact– Ocular domain– Muscular domain– EKG– Respiratory– Movement – EDR/sweating

• Subjects’ instruction and online monitoring• Instrumental noise

– Flicker noise (DC recordings!)– EMI : wireless or line noise– electrode noise– amplifier noise – Sway of the cable– Electrodes poorly attached (pop)– Amplifier blocking

• Shielding and guarding

Page 40: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• A cell phone

Page 41: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• Poor contact / Electrode pop

Page 42: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Interferences Interferences

• 60 Hz

Page 43: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

E. Constraints for experimental protocols E. Constraints for experimental protocols in EEGin EEG

Page 44: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Protocols Protocols

• Paradigms– Evoked response– Steady-state paradigms

• A single source of variation between conditions “All other things being equal”

• A good Stimulation/recording coupling “time accuracy in analog and digital stimuli/triggers”

• Subject screening– Day-before instruction– Accepting or rejecting a volunteer – artifacts instruction, task instructions, – Online monitoring of data quality and management of breaks

Page 45: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

F. Configuration of EEG recording F. Configuration of EEG recording system and selection of montagesystem and selection of montage

Page 46: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Configuration Configuration

• Configuration of data recorder (scan-acquire mode)– Sampling frequency– DC/AC recording (DC and EDR resident on the skin; DC

and choice of electrodes)– Triggers

• Selection of montage– Only referential recording– Reference electrodes– Ground electrode

• Ancillary recording (EOG, surface EMG, EKG)

Page 47: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Montage 10 percentMontage 10 percent

Page 48: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Montage equidistant (eg. Montage equidistant (eg. EGI)EGI)

Page 49: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Montage 128 NSLMontage 128 NSL

Page 50: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Montage referenceMontage reference

• Choice of the reference electrode– Cephalic/non cephalic– Well-attached – Single electrode or pair of electrode– Pair physically or digitally linked

• Position of the ground– In midline for ERL

• Remontage

Page 51: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Next session:Next session:practical sessionpractical session

G. Management of connecticsG. Management of connectics H. Paste-up and problem solving during the recording H. Paste-up and problem solving during the recording

session session I. Digitization I. Digitization

J. Cleaning/decontamination  of sensitive equipment / J. Cleaning/decontamination  of sensitive equipment / equipment maintenanceequipment maintenance

Page 52: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

G. Management of connecticsG. Management of connectics

Page 53: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Cables everywhereCables everywhere

• Main cables are present in continuous

• Cables being specific to an experiment are removed after each experiment

Page 54: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

H. Paste-up and problem solving during H. Paste-up and problem solving during the recording sessionthe recording session

Page 55: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Transduction Transduction

Practical recommendation:– Do not mix electrodes’ metal– Do not mix gels– homogenous contact skin-gel-electrode

Page 56: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

• Electrodes impedance– Poor impedance

• Is the electrode’s surface clean (eg did I perforate a crust into the electrode’s hole while injecting conductive gel?). Did I rub enough the scalp? Did the subject come with inadequate hair condition? Is the electrode filled enough?

– Infinite impedance

• Am I sure that there’s no damage to the wires?• Amplifier’s gain error• Poor signal on some electrodes

Page 57: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

I. DigitizationI. Digitization

Page 58: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

J. Cleaning/decontamination  of J. Cleaning/decontamination  of sensitive equipment / equipment sensitive equipment / equipment

maintenancemaintenance

Page 59: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

Cleaning Cleaning

Page 60: Human Brain and Behavior Laboratory Center for Complex Systems and Brain Sciences Introduction to the methodology of EEG recording Friday October 20th.

Human Brain and Behavior Laboratory

Center for Complex Systems and Brain Sciences

• Cleaning

• Equipment maintenance

• Troubleshooting / identification of noise source /

• Problem report