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323 terms
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Deep Neural Decoder
المُفسِّر العصبي العميق (أو المفكِّك العصبي العميق)

Multilayer network mapping complex neural patterns to behavioral outputs.

AI and Machine Learning
Denoising
إزالة الضوضاء

Techniques used specifically to reduce background noise in neural data and improve signal quality.

Signal processing and analysis
dependent brain-computer interface
الترابط الدماغي الحاسوبي التابع

A BCI system that uses brain signals that depend on muscle activity (such as eye movements or facial muscles) to generate the necessary signals for control.

Basic concepts and types
Detrended Fluctuation Analysis
تحليل التذبذب الخالي من الاتجاه

A method for assessing long-range temporal correlations and self-similarity in non-stationary EEG signals.

Experimental designs and setups
Diffuse Optical Tomography (DOT)
التصوير المقطعي البصري المنتشر

3D imaging of brain activity using near-infrared light and advanced reconstruction algorithms.

Modalities
Dimensionality Reduction
خفض الأبعاد

Simplifying neural data while preserving essential information (e.g., using PCA or t-SNE).

AI and Machine Learning
Dry Electrodes
الأقطاب الجافة

Modern electrodes designed to function without conductive gel, making direct contact with the scalp. They offer significantly faster and cleaner setup, a high priority for practical and consumer BCI systems, though they can present challenges in comfort and signal stability.[35, 36]

System components
Dual-Use Risk
مخاطر الاستخدام المزدوج

The potential for neurotechnologies to be used for either beneficial or harmful purposes, intentionally or otherwise.

Ethical Governance
Dynamic Frequency Stimulation
التحفيز بالتردد الديناميكي

Adjustment of stimulation frequency parameters in real-time to modulate user perception or control outcomes.

Feedback and stimulations
Ecological Experiment
تجربة بيئية واقعية (أو تجربة تحاكي الواقع الطبيعي)

Experimental design carried out in naturalistic, real-world settings rather than in controlled laboratories.

Experimental designs and setups
EEG cap
غطاء تخطيط كهربائية الدماغ

A device embedded with multiple electrodes to record the electrical activity of the brain from the scalp.

System components
effector
المؤثر / المنفذ

A specific type of transducer that converts electrical signals into physical actions

System components
Electrocorticography (ECoG)
تخطيط كهربية قشرة الدماغ

Invasive recording of brain activity from the cortical surface.

Modalities
electrode
القطب الكهربائي

A specific type of transducer that establishes electrical contact with a physical part of a circuit, acting as the interface between the biological medium (brain) and the electronic system.

System components
Electrode–Skin Impedance
ممانعة القطب–الجلد

The electrical resistance and reactance at the interface between the electrode and the skin, which affects signal quality and stability.

System components
electroencephalogram (EEG)
تخطيط كهربائية الدماغ

A graphic record of the variation with time of voltages taken from electrodes on the scalp, whose positions are specified according to a standard system.

Modalities
electromyogram (EMG)
تخطيط كهربائية العضلات

A graphic record of the variation with time of voltages produced by the electrical activity of muscle fibers, recorded via electrodes placed on the skin or inserted into the muscle.

Modalities
Electroneurography (ENG)
تخطيط الأعصاب الكهربائي

Technique for recording electrical activity in peripheral nerves, complementing central modalities.

Modalities
emotion
العاطفة

A transient, intense response to a specific stimulus that typically has a clear cause or trigger. It is the result of thoughts, feelings, actions, psychological states, and learned experiences in response to a stimulus or changes in a contextual environment.

Protocols and paradigms
Endovascular Neural Interfaces
الترابط عصبية داخل الأوعية الدموية

Minimally invasive neural implants introduced via blood vessels to interface with the brain without open surgery.

Modalities