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Research Archive

The complete archive of articles, essays, and working notes by Dr. Niloufar Sarraf, covering Neuro-Info Science, neural oscillations, biosignal analysis, cognitive architectures, and Symbiotic Intelligence. Use the search and filters below to browse by topic.

92 articles

EssaysAug 15, 2026

The Biological Interface: Translating Human Analog Signals for Next-Generation Machines

Symbiotic intelligence is not about medical monitoring or passive human tracking. It is about establishing a true bidirectional closed feedback loop b…

6 min readRead
UncategorizedJul 30, 2023

Course Details: A Step-by-Step Comprehensive Program to Collect and Analyze EEG Data with Emotiv EPOC Neuroheadset & EEGLAB MATLAB

The goals of this course includes, but is not limited to, providing hands-on learning in setting up, collecting, processing, and visualizing raw EEG data, using the Emotiv EPOC neu

6 min readRead
UncategorizedJul 18, 2023

Comprehensive Course Offering: A step-by-step 12-week course to learn how to set up, collect, analyze EEG data, with Emotiv EPOC and EEGLAB MatLab

Earlier this year, a few students asked for this topic to be offered as a course. After working on the details, this course will be ready for launch mid August, 2023. For those int

eegeeglabemotivepoc
3 min readRead
UncategorizedJul 11, 2023

Part III: Neuroscience in AGI/ASI - Future-Looking Practical Applications

In [Part 1](https://www.linkedin.com/pulse/part-i-theoretical-practical-applications-dr-sarraf-/?trackingId=N3YEYqVaSnurSH%2B30LV2FA%3D%3D), we discussed how “the increased interes

5 min readRead
UncategorizedJul 4, 2023

Part II: The Existing Practical Applications of Neuroscience & AI

In [Part 1](https://www.linkedin.com/pulse/part-i-theoretical-practical-applications-dr-sarraf-/?trackingId=N3YEYqVaSnurSH%2B30LV2FA%3D%3D), we discussed how “the increased interes

7 min readRead
UncategorizedJun 26, 2023

Part I: Theoretical & Practical Applications of Neuroscience & AI

(This post also shared[here on LinkedIn](https://www.linkedin.com/pulse/part-i-theoretical-practical-applications-dr-sarraf-)) While the increased interest in neural networks, mor

AIneuroscience
8 min readRead
UncategorizedJan 15, 2023

Udemy Course: Emotiv EPOC & EEGLAB Matlab Step-by-Step Guide

By popular demand, I am finally getting around to launch a udemy beginner course: A step by step guide on setting up, collecting, analyzing, and visualizing EEG data via Emotiv EPO

1 min readRead
UncategorizedDec 23, 2022

Brainwaves measurements breakdown: EEG vs. LFP

[](https://www.youtube.com/@NiloSarraf) Ever wondered the difference between EEG and LFP in collecting and analyzing neural oscillations, a.k.a brainwaves? Here is a quick video t

1 min readRead
UncategorizedNov 24, 2022

Neural Oscillations Sentiment Analysis in Neural Networks

[](https://www.youtube.com/@NiloSarraf) Below is a high level summary of my WIP book coming up next ⚠️ I might change the book title. Anyone interested in the topic or have lit re

1 min readRead