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!
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.