Lin Lab The Bytes of Minds Lab - Research

Welcome to the Lin Lab, also known as the Bytes of Minds Lab, formerly the Neuro Inference Labs. We are an interdisciplinary research group at the Icahn School of Medicine at Mount Sinai in the Departments of AI, psychiatry, and neuroscience. Based within the #1 hospital and the biggest health system in New York, we are dedicated to pushing the boundaries of artificial intelligence, neuroscience, and healthcare.

Our research focuses on developing neuro-inspired AI systems that can learn, adapt, and reason like the human brain. By combining insights from neuroscience, cognitive science, and machine learning, we aim to create intelligent systems that can autonomously solve complex problems, interact naturally with humans, and enhance our understanding of the mind.

Beyond scientific discoveries, we are also passionate about leveraging these technologies to promote mental health and well-being. Our lab is at the forefront of computational psychiatry, an emerging field that combines computational models, AI, and neuroscience to gain novel insights into mental health conditions and develop innovative diagnostic and therapeutic tools.

Some of our key research areas include:

Some of our key research directions include:

1. Neuro-inspired AI architectures for lifelong learning and adaptation
2. Computational models of cognition and neural dynamics
3. Linguistic interfaces for human-AI interaction
4. Intelligent systems for healthcare and computational psychiatry
5. Embodied cognition and neurorobotics
6. Neuroimaging and brain-computer interfaces
7. Knowledge representation and reasoning in neural systems
8. Privacy-preserving AI and secure computation

Through our work, we strive to develop cutting-edge technologies that can benefit society, improve mental health outcomes, and shed light on the fundamental principles of intelligence. We believe that by bridging the gap between bytes and minds, we can create a future where artificial intelligence and human intelligence work together seamlessly to solve the world's most pressing challenges.

If you're interested in learning more about our research or collaborating with us, please don't hesitate to get in touch. We look forward to exploring the frontiers of intelligence with you!

Lin Lab The Bytes of Minds Lab - Publications

The publications can be grouped or (Manuscripts or preprints, Journal articles, Conference proceedings, Extend abstracts and Patents). For other insights, please refer to our Google Scholar page.