Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial...

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Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive Brain Stimulation, Harvard University, Boston, MA, USA - Dept. Neuroscience, Neurophysiology section, University of Siena, Italy - Center for Complex System study, Physics Department, University of Siena, Italy [email protected] Boston, 07.01.2014 DO NOT COPY

Transcript of Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial...

Page 1: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

Transcranial Alternating Current Stimulation (tACS)

Emiliano Santarnecchi

- Berenson-Allen Centre for Non-invasive Brain Stimulation, Harvard University, Boston, MA, USA

- Dept. Neuroscience, Neurophysiology section, University of Siena, Italy

- Center for Complex System study, Physics Department, University of Siena, Italy

[email protected]

Boston, 07.01.2014

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TMS

tDCS

tACS

* PubMed Search : “Transcranial magnetic Stimulation”, “Transcranial Direct Current Stimulation”, Transcranial Alternating Current Stimulation”

Year

Growing interest..

“tACS is a tool to modulate brain oscillations in a frequency specific manner”

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• Oscillatory pattern and synchronicity in the brain

tACS - Mechanism of action

• Examples of tACS Research

Perception

Cortical excitability

Cognition

Phase-Related activity

State and Trait – dependency

Therapeutic potential

• Future Directions

Outline

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ConstantFields

Membrane Polarization

Spike RateChange

DC Stimulation AC Stimulation

OscillatingFields

Network Synchrony

Spike PhaseChange

Synchrony Effect

Amplify

Input

E

Mechanism of action

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Sleep–wake cycles are evident even if external light conditions are held constant (grey shade)

Cyclic patterns in behaviour

Intrinsic oscillators (circadian clocks) which cause periodicity in bodily function

How do we measure rhytmicity?

• What are oscillatory patterns and how they affect our behaviour?

Oscillatory pattern and periodicity in behaviour

Phase,angles, degrees…..

Oscillators are in opposite phase (anti-phase)

Frequency?Number of cycles x second(1 cycle * second=1Hz)

10Hz 2Hz

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Tuth et al. 2012, Current Biology• Are these oscillatory patterns immutable?

• Oscillatory cycle establishes a recurrent temporal reference frame that allows for the coding of temporal relations between groups of neural elements

• This reference frame is not fixed but is subject to dynamic changes (phase resetting).

Oscillatory pattern and periodicity in behaviour

Entrainment of endogeneous oscillatory pattern Changes in behaviour

tACS induces entrainment of brain oscillations following the same principle (theta, alpha, beta, gamma, ..)

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• Why are oscillatory pattern so important ?

Cyclic Excitability Changes

Rhythmic fluctuations in the local field potential (LFP), synchronous transmembrane currents in populations of neurons and thus represent cyclic changes in the excitability of local neuronal populations.

Ongoing oscillatory phase significantly modulates the probability of perceiving a near-threshold visual

stimulus.

1. Pulse processing2 . Hierarchical information processing

Multiplexing• Various aspects of the stimulus are encoded in different oscillations simultaneously, but at different frequencies. • Efficient coding scheme relying on the hierarchical organization of oscillations.

Oscillatory pattern in the brain

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Gamma-oscillations Theta-alpha oscillations

S. Sternberg, High speed scanning in human memory, Science 153 1966. 652–654.

• theta (6hz) = 6 cycles * second = 1 cycle 0.16 seconds

•gamma (40HZ) = 40 cycles * second = 1 cycle 0.025 seconds

• gamma cycles in each theta cycle = 0,16/0.025 = 6.7 (~7).

Oscillatory pattern in the brain

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• Why are oscillatory patterns so important?

3. “Communication-through-coherence Theory”

• Communication being facilitated when two oscillatory populations are aligned to their high excitability phases.

• Effective communication relies on spikes from the sending population reaching the receiving population at a phase of high excitability.

• Changes in synchronisation between distant brain areas (possibly reflecting communication) are systematically related to task performance

tACS theoretically allows to modulate all these complex brain dynamics.

Oscillatory pattern and periodicity in behaviour

Canolty et al., 2007

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Mechanism of action

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0.8-1.7Hz

• tACS induce AC Fields in the Brain

• AC fields can phase-locked spiking activity

Ozen et al., 2010

Rat(in-vivo)

Mechanism of action

• Effect of Stimulation Amplitude

Larger AmplitudeHomogenous Phase

More Neurons

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• Endogenous Resonance Principle

tACS induced Oscillations

Synaptic mediated Oscillations

cooperate or competeCoherent Incoherent

tACS ~1.5Hz

Phase-locked(25-50% )

No Phase-locked

Exploring

Sleep

Mechanism of action

Ozen et al., 2010

S=sleepR=restE=exploration

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tACS and Perception

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What is frequency sensitivity of tACS evoked Visual Sensation?

Rationale

Design

tACS Frequency Phosphene Threshold

Electrodes Inion (+4cm) - Vertex

Current 0-40Hz, 0-1mA, 5s each

Subjects 8 Healthy

Kanai et al., 2008

tACS and Phosphene

Eye Open/Closed Alpha (Adrian, 1934)

alpha

beta gamma

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• Occipital tACS can evoke phosphene perception

• Efficiency of stimulation is maximal at alpha band (dark) and beta band (light)

Kanai et al., 2008Results

tACS and Phosphene

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• Can tACS induce (cortically) tactile percept and if yes what is the

frequency sensitivity?

Question

Design

tACS Frequency Strength Tactile Percept

Electrodes ~C4 (TMS hot-spot) – P3

Current 2-70Hz, 1.5mA, 5s each

Subjects 14 Healthy

Feurra et al., 2011

Tactile Percept

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Results

• Parietal tACS can induce cortically tactile sensation

• Efficiency of stimulation depends on frequency with peak at Alpha & high

Gamma

Tactile Rating (0-1)

Tactile Percept

Feurra et al., 2011

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tACS and CorticospinalExcitability

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• Are beta oscillations in motor cortex functional or epiphenomenon?Question

tACS over M1 Amplitude of TMS induced MEP*

* MEP- Motor Evoked Potential ,indicating the strength of the corticospinal response

Design

Electrodes C4 (TMS hot-spot) + P4 (control) – Pz

Current 5, 10, 20, 40Hz, 0.5mA* , 90s

Subjects 15 Healthy* Kept below phosphene or skin sensation threshold.

tACS

10xTMS 10xTMS 10xTMS 10xTMS 10xTMS 10xTMS 10xTMS

Motor ModalitytACS and Corticospinal Excitability

Feurra et al., 2011b

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• Parietal tACS @ 20HZ specifically increases MEP amplitude

Results Feurra et al., 2011b

MEP Amplitude (µV)

tACS and Corticospinal Excitability

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Institute of Biomedical EngineeringDivision of neuroscience

tACS and Motor performance

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• Are beta oscillations in motor cortex functional or epiphenomenon?

Question

Visiomotor Task + 20Hz tACS/Sham Reaction time + EEG-EMG

Electrodes C4 (TMS hot-spot) – P3

Current 20Hz, 0.6mA* , -2s to +8s

Subjects 14 Healthy

* Kept below phosphene or skin sensation threshold.

Design

tACS and Motor performancePogosyan et al., 2009

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Page 23: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

active

sham

EEG-EMG Coherence

Results Pogosyan et al., 2009

Initial Velocity sham=active

• Parietal 20Hz tACS slowed (small effect) initial

velocity.

• Parietal 20Hz tACS increased somatosensory-

arm 20Hz coherence.

tACS and Motor performance

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Institute of Biomedical EngineeringDivision of neuroscience

tACS and Cognition

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Page 25: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

Sleep Architecture

for further reading see Diekelmann, 2010 * PGO: ponto-geniculooccipital

Rationale

0.8Hz 8-14Hz

(neocortex) (thalamus) (hyppocampus)

100-300Hz

*

4-8Hz

(Pons-LGN) (hyppocampus)

Memory Consolidation

Declarative memory Non- Declarative memoryDO N

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Paired Associated Learning Task

Finger Sequence Tapping Task

9plearning Recall

10:30p 7a 8:30a11p 6:30a

c W, wake; 1–4, sleep stages 1–4

Electrodes F3-Mastoid , F4-Mastoid (diam=1cm)

Current 0.75Hz, ~0.33A , 5min/1min ON/OFF

Subjects 13 Healthymastoid

Design

46 word pairs 5-element sequences (e.g. 4-2-3-1-4) in 30s

Marshall et al., 2006

Declarative memory

Non-declarativememory

Memory Consolidation

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Page 27: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

# Correct Words (Recall – Training)

# Correct Taps(Recall – Training)

• Bilateral 0.75Hz frontal- tACS during early sleep selectively enhances

hippocampus-dependent retention of declarative memory

**P < 0.01

ResultsMarshall et al., 2006

Memory Consolidation

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Page 28: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

• tACS entrained SWS and spindle power spectra in the prefrontal region

EEG Activity

Hz

* Bands for slow oscillations (0.5–1 Hz) ; Bands for spindle oscillations (8-12 Hz)

* *

SWS

spindle

Memory Consolidation

ResultsMarshall et al., 2006

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Rationale

(Gianotti, 2009)

• Theta PFC Right>Left Risk Taking

• But…bilateral DLPFC tDCS (regardless of polarity) facilitate risk-

adverse in Balloon Analog Risk Task (BART) ( Fecteau, 2007)

PFC: prefrontal cortex

Sela et al., 2012

Risk Taking

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Does theta oscillation in PFC affect risky decision making?

Question

theta tACS PFC Left/Right/Sham pumps in Balloon Analog Risk Task

Electrodes F3-CP5, F4-CP6

Current 6.5Hz, 0.5mA , -5min +10mins

Subjects 27 Healthy

Design

Sela et al., 2012

Balloon Analog Risk Task (BART)

Temporal

R isk Taking Risk Taking

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• Theta tACS over left and not right PFC increases risk taking

behavior

Error bars indicate SEM. *p <0.05.

# Pumps in BART

Left PFC Sham Right PFC

higher risk

Sela et al., 2012

Risk Taking

Results

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Fluid Intelligence

N=24; tACS 1.250mA

• Does tACS enhance Intelligence-related processing in a frequency and trial specific manner? Prefrontal gamma?

Logical and Relational Reasoning Stimuli

Santarnecchi et al., Curr. Bio 2013Question

Design

Stimulation sites

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• Decrease of Correct trials Response Time during gamma-tACS

• Selective effect for Logic trials.

• First evidence of a “causal” Role of gamma-oscillations in

higher-order cognition.

Results Santarnecchi et al., Curr. Bio 2013

Fluid Intelligence

No modulation of speed-accuracy tradeoff

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tACS and Phase-locked activity

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Sternberg Working memory task

Fronto-parietal Phase-lag Band-pass 6 +/- 1 Hz

Polania et al., Curr. Bio 2012

tACS and Phase Coupling: Working Memory

• Can we modulate synchronization during working memory processing? Does it matters?

Question

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Online tACS protocol

WM performance

Polania et al., Curr. Bio 2012Design and Results

tACS and Phase Coupling: Working Memory

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Page 37: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

Struber et al., 2013

Rationale and Design

tACS and Phase Coupling: perception of ambigous stimuli

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Effect of tACS on motiondominance

Changes in interhemispheric coherence after tACS + Task

Struber et al., 2013Results

tACS and Phase Coupling: perception of ambigous stimuli

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Page 39: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

State Dependency of tACS

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State Dependency: Motor ImageryFeurra et al., JoN 2013

N=18, tACS= 1mA (peak-to-peak).

• Does the effects of tACS depend on brain state?Question

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State Dependency

Consistent increase of MEP size during MI versus the quiescence state, regardless of the type

of tACS applied.

Dissociation between conditions of-tACS (5 Hz) and-tACS (20 Hz), after removing the average facilitatory

main effect of MI.

Feurra et al., JoN 2013Results

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State DependencyNeuling et al., 2013

• Does the after-effects of tACS depend on the endogenous power of oscillations?

Exp. 1: 19 sbjs, 20’ tACS at Individual Alpha frequency*, Eyes Open

Exp. 2: 29 sbjs 20’ tACS at Individual Alpha frequency*, Eyes Closed

*power peak in the alpha range (8–12Hz)

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State Dependency

tACS effect depend on brain states before the stimulation…

Neuling et al., 2013Results

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State Dependency

…tACS effect depend on the level of intrinsic organization of brain signal and their “pliability”.

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State Dependency

Oddball task

Helfrich et al., Curr. Bio. 2014

Stimuli presented at different phase-angles

• Phase-angle dependency of tACS effect?

14 sbjs, parieto-occipital tACS @ 10Hz

Question

Design

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Page 46: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

State Dependency

Increase in alpha power after tACS

Coherence and Target detection accuracy relative to the different phase angles

Peak Peak

Helfrich et al., Curr. Bio. 2014Results

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Institute of Biomedical EngineeringDivision of neuroscience

Trait-dependency of tACS..?

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N=58tACS=1.0 mA, tRNS=1.0 mA

Fluid IntelligenceSantarnecchi et al., submitted

Compared tACS and tRNS effect in both fluid intelligence andWorking memory tasks.

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tACS=1.0 mA, tRNS=1.0 mA

Fluid Intelligence

• Effect of tACS reflect individual differences which are to be considered as a stable “Phenotype”

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Therapeutic Potential of tACS

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Kasten, 1998

Visual Restitution Training (VRT)

Treating Optic Neuropathy?

• Software designed for patients with visual field defects caused by optic nerve diseases and post-chiasmal brain lesions.

• Binocular visual stimulation within a transition zone between the intact visual field area and the absolute field defect.

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Electrodes Transobital (above-below eye)

Current Individual alpha- flicker freq, phosphene threshold (<1mA) , 15min x 10 days

Subjects 24 patients with visual field loss caused by damage to the optic nerve

• Can tACS restore lost vision in optic neuropathy?

tACS/Sham Detection accuracy (DA) in high-resolution perimetry (HRP) + EEG

Design

Treating Optic Neuropathy?

Sabel et al., 2011 (RCT)Question

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HRP Visual Field Mean DA Change

2 month

1. Intact

2. Relative

1. Intact 2. Relative defect 3. Absolute defect

3

2 1

Results

3

2 1

3. Absolute

Blue=increase , Red=decrease DA

Sabel et al., 2011 (RCT)

Pre Post

Restored pixels

Treating Optic Neuropathy?

Improved:• temporal processing of visual stimuli• detection performance in static perimetry• visual acuity

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EEG Spectrum (Occipital)

Alpha Power Spectra (Occipital)

Increased Alpha

Pre

Post

Sham Active

Pre Post

Increased Alpha

• tACS restored some lost vision in patients with optic neuropathy.

• The effect was accompanied by an increase in occipital alpha

spectrum.

Treating Optic Neuropathy?

Results Sabel et al., 2011 (RCT)

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• Can tACS reduce tremor in PD patients?

Rationale

Closed-loop tACS – tremor phase (accelerometer)

Tremor amplitude (accelerometer)

Tremor suppression?Brittain et al., Curr. Bio 2013

accelerometer

Tremor

Tremor Suppression?

Design

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Brittain et al., Curr. Bio 2013

Tremor Suppression?

Identification of the optimal Phase-Delay for tremor

suppression

Tremor Excitation

Tremor Suppression

Polar Map

Phased-locked tACS reduced tremor by up to 50%

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• Patients with tinnitus-related annoyance have lower alpha activity at

the right PFC (Vanneste, 2010)

Rational

Red: high distress > low distress

Blue: high distress < low distress

Right PFC

• tDCS (left temporal or bifrontal) reduce tinnitus intensity (e.g. Song 2012)

Mean Alpha Spectrum

Measured with EEG and Low Resolution Electromagnetic Tomography (LORETA)

Treating Tinnitus?

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Results

• left-right DLPFC tACS at alpha band was not effective as tDCS in

reducing tinnitus intensity (and annoyance).

Tinnitus Intensity Rating

tACS tDCS

Real Sham Real Sham

Pre Pos

t

Vanneste et al., 2013 (RCT)

Treating Tinnitus?

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Page 59: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

Principles of tACS

• Oscillations

• Endogenous Resonance

tACS probe oscillatory neural activities

• Perception (vision, tactile)

• Cortical Excitability (somatomotor, vision)

• Cognition (Intelligence, memory & risk-taking)

Potential therapeutic tool

• Visual restoration, dystonia

Future Directions?

E

Summary

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Page 60: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

fMRI-based Multifocal tACS

Ruffini et al. 2013

fMRI activation map

tCS solution with 2 electrodes

Multifocal tCS solution with 8 electrodes

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Page 61: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

fMRI-based Multifocal tACS

Meta-analysis map of fMRI activation map during Executive functions tasks

Targets for Fronto-parietal desynchronization

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Page 62: Transcranial Alternating Current Stimulation (tACS) class slides/006.pdf · Transcranial Alternating Current Stimulation (tACS) Emiliano Santarnecchi - Berenson-Allen Centre for Non-invasive

[email protected]

Grazie dell’attenzione!

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