Derek C Rose Contact rosedc@ornl.gov | 865.576.5089 All Publications YOLO2U-Net: Detection-guided 3D instance segmentation for microscopy ICDARTS: Improving the Stability of Cyclic DARTS Layer Time Control for Large Scale Additive Manufacturing Using High Performance Computing... Localized defect detection from spatially mapped, in-situ process data with machine learning... Accurate and Accelerated Neuromorphic Network Design Leveraging A Bayesian Hyperparameter Pareto Optimization Approach... Low Size, Weight, and Power Neuromorphic Computing to Improve Combustion Engine Efficiency... Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment... Schizophrenia-related microdeletion causes defective ciliary motility and brain ventricle enlargement via microRNA-dependent ... Exascale Deep Learning to Accelerate Cancer Research Visualization System for Evolutionary Neural Networks for Deep Learning... Evolving Energy Efficient Convolutional Neural Networks... A 2.5d Yolo-Based Fusion Algorithm for 3d Localization Of Cells... A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery... Reinforcement Learning-based Traffic Control to Optimize Energy Usage and Throughput (CRADA report)... 167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation... Evolving Deep Networks Using HPC... Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks... Age, Gender, and Fine-Grained Ethnicity Prediction using Convolutional Neural Networks for the East Asian Face Dataset... Restoring auditory cortex plasticity in adult mice by restricting thalamic adenosine signaling... Deep Modeling: Circuit Characterization Using Theory Based Models in a Data Driven Framework... Restoring auditory cortex plasticity in adult mice by restricting thalamic adenosine signaling Optimizing Deep Learning Hyper-Parameters Through an Evolutionary Algorithm... Optimizing deep learning hyper-parameters through an evolutionary algorithm Deep Spatiotemporal Feature Learning with Application to Image Classification... Key Links ORCID Organizations Energy Science and Technology Directorate Electrification and Energy Infrastructures Division