Aaron R Young Software Engineer Contact YOUNGAR@ORNL.GOV All Publications ReSpike: A Co-Design Framework for Evaluating SNNs on ReRAM-Based Neuromorphic Processors... IRIS-MEMFLOW: Data Flow-Enabled Portable Memory Orchestration in IRIS Runtime for Diverse Heterogeneity Evolution at the Edge: Real-Time Evolution for Neuromorphic Engine Control Mapping Spiking Neural Networks to Heterogeneous Crossbar Architectures using Integer Linear Programming IRIS-GNN: Leveraging Graph Neural Networks for Scheduling on Truly Heterogeneous Runtime Systems... Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning OR22-Neuromorphic Rad Detector-PD3Ra Final Report Neuro-Spark: A Submicrosecond Spiking Neural Networks Architecture for In-Sensor Filtering IRIS Reimagined: Advancements in Intelligent Runtime System for Task-Based Programming IRIS: Exploring Performance Scaling of the Intelligent Runtime System and its Dynamic Scheduling Policies An FPGA-Based Neuromorphic Processor with All-to-All Connectivity Arithmetic Primitives for Efficient Neuromorphic Computing On-Sensor Data Filtering using Neuromorphic Computing for High Energy Physics Experiments A survey on processing-in-memory techniques: Advances and challenges Encoding integers and rationals on neuromorphic computers using virtual neuron Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials A 3D Implementation of Convolutional Neural Network for Fast Inference Adrastea: An Efficient FPGA Design Environment for Heterogeneous Scientific Computing and Machine Learning Virtual Neuron: A Neuromorphic Approach for Encoding Numbers Ultra Low Latency Machine Learning for Scientific Edge Applications Design and analysis of CXL performance models for tightly-coupled heterogeneous computing A Hierarchical Task Scheduler for Heterogeneous Computing Toward Evaluating High-Level Synthesis Portability and Performance between Intel and Xilinx FPGAs Key Links Curriculum Vitae Google Scholar ORCID GitHub Website Organizations Computing and Computational Sciences Directorate Computer Science and Mathematics Division Advanced Computing Systems Research Section Architectures and Performance Group
