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

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

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.

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.

Education

Ph.D. in Electrical and Computer Engineering
University of Houston
2023 - 2028 (expected)

B.Eng. in Biomedical Engineering
Tecnológico de Monterrey
2019 - 2023 · Highest GPA of class 🏆

Contact

Phone

(832) 455-1363

Email

mpachec4@cougarnet.uh.edu

Location

University of Houston, Houston, Texas, USA