ABOUT ME

Who am I?

Publications

Conference Abstracts & Posters

25

Robust Multi-Class EEG Emotion Recognition Via Trial-Level Validation & Supervised Feature Selection

EBRAINS Summit 2025, Brussels, Belgium

Pacheco-Ramírez MA, Contreras-Vidal JL

25

Neural Dynamics in Dance Improvisation

Society for the Neuroscience of Creativity (SfNC) Conference, Paris, France

Pacheco-Ramírez MA, Lima-Carmona YE, Aguilar-Herrera AJ, Sánchez-Rodríguez L, Huber D, Ramírez-Moreno MA, Brandt A, Noble A, Noble D, Contreras-Vidal JL

25

Toward Standardization: A Multimodal Pipeline for Mobile Brain-Body Imaging (MoBI)

EBRAINS Summit 2025, Brussels, Belgium

Sánchez-Rodríguez L, Aguilar-Herrera AJ, Pacheco-Ramírez MA, Lima-Carmona YE, Contreras-Vidal JL

25

Extending EEG Microstate Analysis to Real-World Settings for Characterizing Creativity in the Arts

EBRAINS Summit 2025, Brussels, Belgium

Lima-Carmona YE, Pacheco-Ramírez MA, Aguilar-Herrera AJ, Sánchez-Rodríguez L, Das D, Ferguson R, Contreras-Vidal JL

25

Advanced Analysis Pipeline for Mobile EEG Recordings During Real-World Settings

Society for the Neuroscience of Creativity (SfNC) Conference, Paris, France

Sánchez-Rodríguez L, Aguilar-Herrera AJ, Pacheco-Ramírez MA, Lima-Carmona YE, Delgado-Jimenez EA, Huber D, Ramírez-Moreno MA, Cruz-Moreno JG, Contreras-Vidal JL

24

At-home Stroke NeuroRehabilitation with the NeuroEXO Brain-Machine Interface System

Society for Neuroscience (SfN) Conference, Chicago, IL

Sánchez-Rodríguez L, Pacheco-Ramírez MA, González-España JJ, Nedley K, Chang S-H, Francisco GE, Contreras-Vidal JL

24

NeuroHumanities: Advancing Human-Centered and Inclusive Engineering Education through Integrated Convergent Research, Workforce Development and STEAM Outreach

2024 NSF EEC Grantees Conference, Alexandria, VA

Aguilar-Herrera AJ, Contreras-Vidal JL, Pacheco-Ramírez MA, Lima-Carmona YE

24

Mindspring: A Personalized Health Wearable Device for Stress Management in Teens

IUCRC Brain Center Annual Meeting, Morgantown, WV

Sánchez-Rodríguez L, Pacheco-Ramírez MA, Baquero G, Ferguson R, Contreras-Vidal JL

24

Understanding Inter-Brain Synchrony and Functional Connectivity During Dance Performance (LiveWire)

InterfaceRice 2024, Rice University, Houston, TX — 🏆 Second Prize

Pacheco-Ramírez MA, Aguilar-Herrera AJ, Huber D, Brandt A, Noble A, Noble D, Ramírez-Moreno MA, Contreras-Vidal JL

24

Brain Communication and Neural Dynamics during Dance Performance through EEG, Hyperscanning and Mobile Brain-Body Imaging Techniques

NeuroGateways 2024 Symposium, University of Alabama at Birmingham

Pacheco-Ramírez MA, Contreras-Vidal JL

23

Understanding Inter-Brain Synchrony and Functional Connectivity During Dance Performance

Society for Neuroscience (SfN) Annual Meeting 2023, Washington, DC

Pacheco-Ramírez MA, Aguilar-Herrera AJ, Huber D, Brandt A, Noble A, Noble D, Ramírez-Moreno MA, Contreras-Vidal JL

Meeting Presentations

26

Your Brain on Music​: Music-in-Medicine Concerts at MD Anderson​

NSF IUCRC BRAIN Annual Industry Advisory Board Meeting, Arizona State University, Tempe, AZ Oral

Pacheco-Ramírez MA, Alvarez-Portillo PS, Das D, Mututwa M, Kang K, Mayank M, Rui M, Contreras-Vidal JL

26

A Multimodal Study of Brain, Movement, and Musical Dynamics During Live Performances

NSF IUCRC BRAIN Annual Industry Advisory Board Meeting, Arizona State University, Tempe, AZ Presentation

Pacheco-Ramírez MA, Alvarez-Portillo PS, Das D, Mututwa M, Kang K, Mayank M, Rui M, Contreras-Vidal JL

26

Musical Healing: Neural Dynamics of Expert Musical Coordination

NSF IUCRC BRAIN Annual Industry Advisory Board Meeting, Arizona State University, Tempe, AZ Presentation

Das D, Pacheco-Ramírez MA, Alvarez-Portillo PS, Contreras-Vidal JL, Rui M

25

Mindspring: A Personalized Health Wearable Device for Stress Management in Teens

IUCRC Brain Center Annual Meeting, Baltimore, MD Oral

Sánchez-Rodríguez L, Pacheco-Ramírez MA, Baquero G, Ferguson R, Contreras-Vidal JL

24

Mindspring: A Personalized Health Wearable Device for Stress Management in Teens

Eleventh Annual Bayou Startup Showcase, RED Labs Accelerator, The Ion, Houston, TX Pitch

Sánchez-Rodríguez L, Pacheco-Ramírez MA, Contreras-Vidal JL

24

Mindspring: A Personalized Health Wearable Device for Stress Management in Teens

IUCRC Brain Center Annual Meeting, Morgantown, WV Oral

Sánchez-Rodríguez L, Pacheco-Ramírez MA, Baquero G, Ferguson R, Contreras-Vidal JL

Workshops

26

Workshop on Mobile Brain-Body Imaging Technology for Music and Health Professionals

July 25–26, 2026 · Northwestern University Feinberg School of Medicine, Robert H. Lurie Medical Research Center, Chicago, IL, hosted by the Music & Dementia Research Network (MDRN) Co-Presenter

Two-day workshop training music and health professionals on mobile brain-body imaging (MoBI) methods for studying music-based interventions. On day one, co-presented "Introduction to Mobile Brain-Body Imaging Technology and Application to Studying Mechanisms of Music-based Interventions" with Jose L. Contreras-Vidal, Ph.D. and Lianne Sánchez Rodríguez, and led hands-on MoBI data collection setup and recording with dyads. On day two, introduced and led the hands-on MoBI data analysis session.

26

Children’s Museum Houston Data Descriptor

July 23, 2026 · BRAIN Center Summer Program, University of Houston Workshop Instructor

Hands-on session walking NSAP and REU students through how to write a data descriptor.

26

Brainstorm in Color: Live Brainwave Art Experience

July 22, 2026 · Children’s Museum Houston Event instructor (Data collection area)

World Brain Day public event presented by the BRAIN-AccelNet Student Network at the University of Houston, featuring interactive memory challenges and live EEG demonstrations. Coordinated with Yoshua E. Lima-Carmona.

26

Children’s Museum Houston Rehearsal

July 20, 2026 · BRAIN Center Summer Program, University of Houston Workshop co-organizer

Trained and organized station mentors and students for the Children’s Museum Houston data collection event co-organized with Yoshua E. Lima-Carmona.

26

AccelNet–EBRAINS Summer School on Human Data Management & Modelling / AI

June 15–28, 2026 · Learning Center Morgagni, Florence, Italy Co-Organizer

A 2-week intensive summer school co-organized under AccelNet (NSF Award #2412731) with University of Houston, Università degli Studi di Firenze, and EBRAINS. Three research tracks: Digital Brain Twin for Alzheimer's, SoMo Library & Standardized MoBI Protocols, and Brain-Computer Musical Interfaces using GenAI.

26

MoBI for Social Neuroscience

June 5, 2026 · BRAIN Center Summer Program, University of Houston Workshop co-instructor

Hands-on session on mobile brain-body imaging for social neuroscience applications co-organized with Yoshua E. Lima-Carmona.

25

Building Frameworks for Brain, Body, and Music: Advancing Data Standards for Dance, Sound, and Neurotechnology

November 10–11, 2025 · NSF AccelNet Workshop (Award #2412731), UCSF, San Francisco, CA Neuroengineering Team & EEG Support

International workshop bringing together researchers, artists, and industry leaders to advance data standards across dance, sound, music, and neurotechnology. Contributed with the IUCRC BRAIN neuroengineering team supporting the technical setup and EEG recording for La Catrina Monarca performance.

25

MoBI Data Preparation and Denoising Workshop

August 25–27, 2025 · Laboratory for Noninvasive Brain-Machine Interface Systems, University of Houston Workshop Instructor

A 3-day hybrid workshop guiding researchers and students through hands-on training in Mobile Brain/Body Imaging (MoBI) data preprocessing using MATLAB and EEGLAB. Covered EEG denoising pipelines, multimodal datasets, and best practices for data preparation.

25

Blooming Deserts — Neurohumanities Creative Workshop

August 4–8, 2025 · University of Houston, in collaboration with Neurohumanities Lab, Tecnológico de Monterrey Workshop Organizer

A 4-day immersive interdisciplinary workshop bringing together researchers, programmers, artists, and performers to fuse neuroengineering, AI, and immersive arts. Featured expert talks, collaborative workshops, and hands-on prototyping culminating in a showcase demo.

25

Embodied Emotions: Music, Body, and Brain in Geneva

July 10–11, 2025 · Swiss Center for Affective Sciences, University of Geneva, Campus Biotech, Switzerland Workshop Organizer & Neuroengineering Team

AccelNet workshop (Award #2412731) exploring the intersection of music, body, and brain through keynotes, lightning talks, art-science performances, lab visits, and working groups on developing standards for brain behavior synchronization and quantification.

25

Mobile Brain-Body Imaging for Social Neuroscience / Brainstorm in Color Training

June 24, 2025 · NBMIL, University of Houston Neuroengineering Team (Data Collection area)

Training session on MoBI data acquisition and EEG cleaning ahead of the Brainstorm in Color data collection at the Children’s Museum. Co-presented with Jose L. Contreras-Vidal, Yoshua E. Lima, and Aime J. Aguilar.

25

Working with Mobile Brain-Body Imaging (MoBI) Technology (BrainAmp + LiveAmp)

June 9, 2025 · NBMIL, University of Houston Co-Presenter

Hands-on session on MoBI hardware setup and recording. Co-presented with Jose L. Contreras-Vidal, Ph.D. and Yoshua E. Lima.

Education

Ph.D. in Electrical and Computer Engineering
University of Houston
2023 - 2028 (expected) · Qualifier passed Spring 2026 ✅

B.Eng. in Biomedical Engineering
Tecnológico de Monterrey
2019 - 2023 · Highest GPA of class · Honorable Mention for Academic Excellence 🏆 (watch) · (LinkedIn post)

Contact

Phone

(832) 455-1363

Email

mpachec4@cougarnet.uh.edu

Location

University of Houston, Houston, Texas, USA