Imaging Science | Neurology | Neuroscience Simultaneous removal of noise and correction of motion warping in neuron calcium imaging using a pipeline structure of self-supervised deep learning models. July 18, 2024
Neurology | Neuroscience LEARNING COMPACT DNN MODELS FOR BEHAVIOR PREDICTION FROM NEURAL ACTIVITY OF CALCIUM IMAGING. July 15, 2024
Biomedical Engineering | Cardiology | Machine Learning BeatProfiler: Multimodal In Vitro Analysis of Cardiac Function Enables Machine Learning Classification of Diseases and Drugs. April 12, 2024
Neurology | Neuroscience End-to-end deep learning approach to mouse behavior classification from cortex-wide calcium imaging. March 13, 2024
Behavioral Neuroscience | Neurobiology Unraveling the hierarchical structure of posture and muscle activity changes during mating of . February 5, 2024
Brain-Computer Interface (BCI) | Machine Learning | Neural Engineering Jump-GRS: a multi-phase approach to structured pruning of neural networks for neural decoding. July 10, 2023
Neuroscience Effective and efficient neural networks for spike inference from calcium imaging. June 16, 2023
Bioinformatics | Neurology | Neuroscience Transcriptomic cell type structures inĀ vivo neuronal activity across multiple timescales. March 30, 2023
Artificial Intelligence | Neuroscience Detecting Information Relays in Deep Neural Networks. March 29, 2023
Neurology | Neuroscience Meta-Learning for Decoding Neural Activity Data With Noisy Labels. July 26, 2022
Neuroscience Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised denoising. August 17, 2021
Machine Learning | Neuroscience Generalizable Machine Learning in Neuroscience Using Graph Neural Networks. March 22, 2021