At NeuroQuantix,
our multidisciplinary research focuses on leveraging advanced neuroscience and artificial intelligence techniques to decode brain function and improve clinical outcomes. We integrate computational modeling, neuroimaging, and natural language processing to push the frontier of brain health research.
Research Areas
Neurological Disorders
We develop predictive models for neurodegenerative and neurological diseases such as Alzheimer’s Disease, Multiple Sclerosis, and Traumatic Brain Injury. By analyzing complex longitudinal and multimodal clinical data, we aim to identify early disease markers and improve progression tracking.
Cognitive Neuroscience & Natural Language Processing
Our research bridges cognitive neuroscience with cutting-edge NLP and large language models (LLMs). By analyzing linguistic fingerprints of cognitive states—such as distinguishing between normal and task-specific reading—we reveal how language patterns reflect underlying brain activity and cognitive effort. This includes fine-tuning transformer models like BERT combined with handcrafted syntactic and semantic features, leading to highly accurate cognitive state classification. Such work opens paths toward novel, text-based digital biomarkers for cognitive load and mental health monitoring.
Computational Neuroscience & Machine Learning
We engineer neural network architectures and machine learning models to simulate brain processes and interpret neural signals. This includes building hybrid models that combine deep learning embeddings with explicit rule-based features, enhancing predictive performance for complex neurological phenomena.
Neuroinformatics & Multimodal Data Analysis
Our team develops advanced data processing pipelines for integrating and analyzing high-dimensional neural datasets including EEG, MRI, and fMRI. We utilize pattern recognition and feature extraction techniques to uncover computational biomarkers that drive better diagnostic and prognostic tools.
Core Philosophy
By combining neuroscience, AI, and linguistics, NeuroQuantix aims to deliver innovative solutions that enhance understanding, diagnosis, and treatment of brain disorders. Our approach is rigorous, data-driven, and committed to translational impact in clinical settings.
NeuroQuantix 