Core Faculty
Andrea Chiba
Professor
TDLC Co-Director / Cognitive Sciences and Program in Neuroscience
Virginia de Sa
Professor
Computer Science
Research Interests
- Continued development of the EEGLAB software for EEG single-trial analysis and independent component analysis.
- EEG data mining using super-computers in large sets of data comprising thousands of subjects.
- Brain dynamics associated with mind wandering and its relationship to the default network.
- Neural correlates of meditation andother transcendental experiences in different traditions.
Research Interests
- fMRI Basics
Most current analysis methods for fMRI data assume a priori knowledge of the time course of the hemodynamic response (HR) to experimental stimuli or events in brain areas of interest. In addition, they typically assume homogeneity of both the HR and the non-HR "noise" signals, both across brain regions and across similar experimental events. When HRs vary unpredictably, from area to area or from trial to trial, an alternative approach is needed. Here, we use infomax Independent Component Analysis (ICA) to detect and visualize variations in single-trial HRs in event-related fMRI data.
Research Interests
Study of the neural bases of complex behaviors. Spatial navigation in ‘megaspace’ and hippocampal coding. Probabilistic decision making and the role of the prefrontal cortex. Rat-Robot interactions. Role of sleep in memory consolidation and optimization. Computational roles of neuromodulation. Neural bases of emotions. We use a combination of in vivo behaving techniques in the rodent (high density electrophysiology, optogenetics), and detailed biophysical computational modeling. More information at the Computational and Experimental Neuroscience Laboratory website.
Mateusz Gola
Associate Research Scientist
SCCN
Research Interests
- Brain mechanisms of motivation, reward, and conditioning
- Neural basis of behavioral addictions (especially compulsive sexual behaviors and problematic pornography use)
- Neural and psychological mechanisms of substance use disorders
- Basic mechanisms of Transcranial Magnetic Stimulation (TMS) effects on brain activity
Use of TMS and EEG for addiction treatment - Development of more effective methods for addiction treatment
Research Interests
- Analysis and interpretation of neural activity measured by EEG, MEG and fMRI associated with human cognition, awareness and perception.
- Brain-computer interface and interaction
- Development of mobile wireless EEG and BCI systems that feature dry EEG sensor arrays and integrated data and signal processing hardware and software to obtain non-invasive, high spatial and temporal resolution, recording and interpretation of brain activity in unconstrained, freely-moving human subjects within operational environments.
Scott Makeig
Research Scientist
SCCN Director
Research Interests
- Analysis and modeling of human cognitive event-related brain dynamics as captured by high-dimensional EEG, MEG and other imaging modalities now including body motion capture.
Research Interests
- Manifold learning
- Diffusion geometry
- Computational neuroscience
- Image processing and Biomedical signal processing
- Applied harmonic analysis
Julie Onton
Project Scientist
INC
Research Interests
- To identify and localize EEG dynamics associated with PTSD and TBI in the military population to better diagnose and treat these disorders
- To optimize low-profile, at-home sleep EEG recordings and subsequent analyses to identify sleep abnormalities in behavioral health settings and therefore improve overall treatment outcomes
858-534-4734
Seyed (Yahya) Shirazi
Assistant Project Scientist
SCCN
Research Interests
- Semantic processing
- EEG brain dynamics and learning
- Second language acquisition
- Discourse analysis and pragmatics
- Social neuroscience
- Gesture and action comprehension