Ryan Dellana

A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems

Santhosh K. Ramakrishnan, Gautam K. Vallabha, Praveen K. Pilly, 2023, Neural Networks.

Evaluating complexity and resilience trade-offs in emerging memory inference machines

Matthew J. Marinella, William M. Severa, William Severa, 2020, NICE.

Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment

Catherine D. Schuman, Steven R. Young, Derek C. Rose, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Building a Comprehensive Neuromorphic Platform for Remote Computation

Craig M. Vineyard, James B. Aimone, Felix Wang, 2019 .

Training deep neural networks for binary communication with the Whetstone method pdf

Craig M. Vineyard, James B. Aimone, William M. Severa, 2018, Nature Machine Intelligence.

Mosaic The Best of Both Worlds: Analog devices with Digital Spiking Communication to build a Hybrid Neural Network Accelerator.

James B. Aimone, Christopher H. Bennett, Ryan Dellana, 2020 .