Glossary

A structured index of terms that appear across the neurotech landscape and in Neurofounders' reporting.​

600+ Terms  ●  Reviewed often  ●  Growing monthly

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Resting-state fMRI

fMRI acquired while subjects are not performing a task, used to study intrinsic connectivity.
Neuroimaging

Resting-state network

A set of brain regions showing coherent activity at rest, such as sensory, attention, or default networks.
Neuroimaging

Retinotopic mapping

fMRI technique used to map visual field representations onto cortical surfaces.
Neuroimaging

Risk-benefit assessment

Evaluating potential benefits relative to risks for a device or intervention.
General

Role-based access control (RBAC)

System for assigning permissions based on user roles (e.g., admin, clinician, analyst).
Tools and Infrastructure

Rumination

Repetitive, passive focus on negative thoughts or problems rather than active problem-solving.
Cognitive and Mental Health

Sacral nerve stimulation

Stimulation of sacral nerves for bladder, bowel, or pelvic floor dysfunction.
Neuromodulation

Safety plan

A personalized, practical plan listing steps and supports to use during a mental health crisis.
Cognitive and Mental Health

Safety signal (clinical)

A piece of information suggesting a new or changed risk associated with a medical product that may warrant further investigation.
General

Sampling rate

Number of signal samples captured per second, usually measured in Hertz (Hz).
Tools and Infrastructure

Schizophrenia

A psychotic disorder involving hallucinations, delusions, disorganized thinking, and cognitive and social impairment.
Cognitive and Mental Health

Screening tool

A brief measure used to identify individuals at elevated risk for a condition.
Cognitive and Mental Health

Security hardening

Measures to strengthen systems against cyberattacks.
General

Seed-based analysis

Connectivity method that correlates activity in a predefined “seed” region with the rest of the brain.
Neuroimaging

Seizure risk (TMS)

The possibility of inducing seizures, generally low with guideline-compliant TMS protocols.
Neuromodulation

Selective attention

The ability to prioritize specific stimuli while ignoring others.
Cognitive and Mental Health

Self-paced BCI

BCIs where users freely decide when to issue commands, without fixed trial structures.
Brain-Computer Interface

Semi-invasive BCI

BCIs placing electrodes under the skull but on the brain surface (e.g., ECoG).
Brain-Computer Interface

Sensitivity to change

A measure’s ability to detect meaningful changes over time, such as treatment effects.
Cognitive and Mental Health

Sensorimotor rhythm (SMR)

Oscillatory EEG activity modulated through imagined movement for BCI control.
Brain-Computer Interface

Sensory feedback BCI

A BCI that provides tactile, proprioceptive, or other sensory signals back to the user via stimulation or haptics.
Brain-Computer Interface

Sensory threshold

The lowest stimulation intensity at which a person perceives the stimulus.
Neuromodulation

Session

A single treatment visit in which neuromodulation is delivered according to a protocol.
Neuromodulation

Sham control

Placebo-like comparator designed to mimic an active intervention.
General

Sham stimulation

A control condition designed to mimic the experience of stimulation without delivering an active dose.
Neuromodulation

Sham-controlled trial

Clinical trial in which an inactive sham intervention is used as a comparator to control for placebo and expectation effects.
General

Shared control

Combined human–AI decision-making for safer or more efficient control.
Brain-Computer Interface

Signal drift

Slow, non-event-related changes in signal amplitude or baseline over time.
Tools and Infrastructure

Signal-to-noise ratio (SNR)

The ratio of true signal amplitude to background noise, influencing image and data quality.
Neuroimaging

Signal-to-noise ratio (SNR) - neural

The ratio of neural signal strength to noise amplitude, affecting decoding quality.
Brain-Computer Interface

Significant risk (SR) device

A device posing substantial risk in clinical studies, requiring IDE approval.
General

Single-photon emission computed tomography (SPECT)

Nuclear imaging method using gamma-emitting tracers to assess perfusion or receptor binding.
Neuroimaging

Single-unit activity

Action potentials recorded from an individual neuron.
Brain-Computer Interface

Skin conductance response (SCR)

Phasic changes in electrodermal activity associated with discrete emotional or cognitive events.
Cognitive and Mental Health

Slanted electrode array (SEA)

Utah-style array with varying electrode lengths to target layered cortical structures.
Brain-Computer Interface

Sleep architecture

The structure of sleep across stages (e.g., NREM, REM) and cycles over the night.
Cognitive and Mental Health

Slice timing correction

Aligning the acquisition timing of different slices in a volume to a common reference.
Neuroimaging

Slow-wave activity (SWA)

High-amplitude, low-frequency activity in the delta range observed especially during deep NREM sleep.
Neuroimaging

Smoothing

Blurring images with a kernel to increase SNR and accommodate anatomical variability.
Neuroimaging

Social cognition

Mental processes involved in understanding others’ emotions, intentions, and beliefs.
Cognitive and Mental Health

Software as a Medical Device (SaMD)

Software intended for medical purposes that performs those functions without being part of a hardware medical device.
General

Software development kit (SDK)

Library and tools provided by a platform or device vendor to build custom applications.
Tools and Infrastructure

Sonogenetics

Neuromodulation using ultrasound-sensitive molecules to control neural activity.
Neuromodulation

Spatial normalization

Warping individual brains into a standard template space to enable group analysis.
Neuroimaging

Spatial resolution

The smallest feature size that an imaging system can reliably distinguish in space.
Neuroimaging

Speech decoding BCI

Systems that reconstruct speech or text from neural signals in language-related areas.
Brain-Computer Interface

Spike sorting

Algorithms that separate neural spikes from individual neurons within multi-unit recordings.
Brain-Computer Interface

Spike-timing–dependent plasticity (STDP)

Plasticity rule where timing between pre- and postsynaptic spikes determines synaptic strengthening or weakening.
General

Spiking neural network (SNN)

A neural network model that uses time-dependent spikes rather than continuous activations, aligning more closely with biological neurons.
General

Spinal cord stimulation (SCS)

Electrical stimulation of the spinal cord to modulate pain pathways or motor circuits.
Neuromodulation

Standard operating procedure (SOP)

Written, step-by-step instructions for performing recurring technical or clinical tasks.
Tools and Infrastructure

Standardized uptake value (SUV)

A semi-quantitative PET measure of radiotracer concentration normalized for dose and body metrics.
Neuroimaging

State-dependent stimulation

Neuromodulation whose effects depend on the ongoing brain or behavioral state at the time of stimulation.
Neuromodulation

Steady-state visually evoked potential (SSVEP)

A rhythmic brain response to flickering visual stimuli enabling high-speed selections.
Brain-Computer Interface

Stepped-care model

Care model that starts with lower-intensity interventions and escalates to more intensive treatments based on response.
Cognitive and Mental Health

Stereo-electroencephalography (sEEG)

An invasive recording technique in which depth electrodes are implanted into specific brain regions to map epileptic networks or study neural activity with high spatial resolution.
Neuroimaging

Stereotactic space

A standardized 3D coordinate system used to locate brain structures across individuals.
Neuroimaging

Stimulation amplitude

The current or voltage level used during neuromodulation, usually set within a safety window.
Neuromodulation

Stimulation frequency

Number of pulses or cycles delivered per second, typically measured in Hertz (Hz).
Neuromodulation

Stimulation waveform

The temporal shape of the stimulation signal (e.g., monophasic, biphasic, sinusoidal).
Neuromodulation

Stimulus presentation software

Tools that display visual, auditory, or tactile stimuli with precise timing (e.g., for tasks or paradigms).
Tools and Infrastructure

Stress

A physiological and psychological response to perceived demands or threats exceeding one’s resources.
Cognitive and Mental Health

Structural connectivity

The pattern of physical connections between brain regions, often inferred from tractography.
Neuroimaging

Structural connectomics

Mapping of anatomical brain networks using tractography or structural imaging.
Neuroimaging

Structural neuroimaging

Imaging methods that capture brain anatomy, such as MRI or CT, rather than moment-to-moment activity.
Neuroimaging

Suicidal ideation

Thoughts about ending one’s life, ranging from passive wishes to active plans.
Cognitive and Mental Health

Surrogate endpoint

A biomarker or intermediate outcome used as a substitute for a direct clinical endpoint in trials.
General

Susceptibility artifact

Distortions or signal loss in MRI caused by differences in magnetic susceptibility (e.g., air–tissue boundaries).
Neuroimaging

Susceptibility-weighted imaging (SWI)

MRI sequence sensitive to magnetic susceptibility differences such as iron or hemorrhage.
Neuroimaging

Sustained attention

The capacity to maintain focus on a task or stimulus over time.
Cognitive and Mental Health

Symptom cluster

A set of symptoms that commonly co-occur and may reflect a shared underlying process.
Cognitive and Mental Health

Symptom severity

The intensity or frequency of a given symptom or symptom cluster.
Cognitive and Mental Health

Synaptic plasticity

Activity-dependent changes in synaptic strength, often engaged by repeated stimulation.
Neuromodulation

Synthetic data

Artificially generated data used for model development or privacy protection.
General

Systems neuroscience

Field studying how neural circuits interact to produce cognition and behavior.
General

T1-weighted MRI

An MRI contrast setting that highlights anatomical detail and gray-white matter boundaries.
Neuroimaging

T2-weighted MRI

An MRI contrast setting that is sensitive to fluid and pathology, often used to detect lesions or edema.
Neuroimaging

Target engagement

Evidence that stimulation is modulating the intended neural circuits or biomarkers.
Neuromodulation

Target localization

The process of identifying and aligning stimulation hardware with the intended anatomical or functional target.
Neuromodulation

Task-based fMRI

fMRI collected while subjects perform cognitive, sensory, or motor tasks to map task-related activity.
Neuroimaging

Technology readiness level (TRL)

A standardized scale assessing how mature and validated a technology is, from concept to deployment.
General

Telemetry (software)

Automatically collected metrics and logs that describe system performance and usage in the field.
Tools and Infrastructure

Temporal coding

Encoding information in the timing of neural spikes rather than average firing rate.
Brain-Computer Interface

Temporal resolution

How precisely an imaging method can track changes over time (e.g., milliseconds vs seconds).
Neuroimaging

Theory of mind

The ability to infer other people’s mental states, such as beliefs and desires.
Cognitive and Mental Health

Theta band (θ)

Oscillations roughly in the 4–8 Hz range, often linked to drowsiness, memory, and frontal midline control signals.
Neuroimaging

Theta-burst stimulation (TBS)

A patterned rTMS protocol using bursts at theta frequency, often with shorter treatment times.
Neuromodulation

Time-series database

Database optimized for storing and querying sequential data indexed by time.
Tools and Infrastructure

Titration (stimulation)

Gradual adjustment of intensity or parameters to find the best balance of efficacy and tolerability.
Neuromodulation

Tractogram

3D reconstruction of white matter pathways derived from diffusion imaging.
Neuroimaging

Tractography

Computational reconstruction of white matter pathways from diffusion MRI data.
Neuroimaging

Trait anxiety

A stable tendency to perceive situations as threatening and respond with elevated anxiety.
Cognitive and Mental Health

Transcranial Doppler (TCD)

Ultrasound technique measuring cerebral blood flow velocity through intracranial vessels.
Neuroimaging

Transcranial alternating current stimulation (tACS)

Alternating current applied via scalp electrodes to interact with ongoing brain rhythms.
Neuromodulation

Transcranial direct current stimulation (tDCS)

Low-intensity direct current applied via scalp electrodes to modulate cortical excitability.
Neuromodulation

Transcranial focused ultrasound stimulation (tFUS)

Delivery of focused ultrasound through the skull to modulate brain activity.
Neuromodulation

Transcranial magnetic stimulation (TMS)

Non-invasive neuromodulation using rapidly changing magnetic fields to induce currents in cortical tissue.
Neuromodulation

Transcranial random noise stimulation (tRNS)

Scalp-applied alternating current with randomly varying frequencies and phases.
Neuromodulation

Transdiagnostic

Referring to mechanisms or interventions that cut across traditional diagnostic categories.
Cognitive and Mental Health

Transfer entropy

Information-theoretic measure estimating directed interactions between neural signals.
Neuroimaging

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