IEEE

Closed-Loop Deep Brain Stimulation With Reinforcement Learning and Neural Simulation

Abstract: Deep Brain Stimulation (DBS) is effective for movement disorders, particularly Parkinson’s disease (PD). However, a closed-loop DBS system using reinforcement learning (RL) for automatic ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
IEEE

Keeping Pilots in the Loop: An Explainable Spatiotemporal EEG-Driven Deep Learning Framework for Adaptive Automation in Cruising Flight Phase

Abstract: Automation has been extensively used in flight operations, so pilots are less involved in actual flight control. With the long idle time during cruising, pilots may have their vigilance ...
National Geographic news

Scientists are learning how to interrupt pain before it forms

New research suggests pain is not a simple signal of injury but a process that unfolds across nerves, spinal cord, and brain. Scientists are now targeting earlier points in that pathway, before pain ...