Derek C Rose Contact rosedc@ornl.gov | 865.576.5089 All Publications Repeatable Science in Seismic Model Training 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 ... Visualization System for Evolutionary Neural Networks for Deep Learning... Evolving Energy Efficient Convolutional Neural Networks... Exascale Deep Learning to Accelerate Cancer Research A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery... A 2.5d Yolo-Based Fusion Algorithm for 3d Localization Of Cells... 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... Restoring auditory cortex plasticity in adult mice by restricting thalamic adenosine signaling... Age, Gender, and Fine-Grained Ethnicity Prediction using Convolutional Neural Networks for the East Asian Face Dataset... 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