Brian D. Hoskins

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 8

Top Topics

External Memory

Logical Implication

Minimization Problems

Training Samples

Top Venues

ACM J. Emerg. Technol. Comput. Syst.

Publications

William A. Borders, Advait Madhavan, Matthew W. Daniels, Vasileia Georgiou, Martin Lueker-Boden, Tiffany S. Santos, Patrick M. Braganca, Mark D. Stiles, Jabez J. McClelland, Brian D. Hoskins
Experimental demonstration of a robust training method for strongly defective neuromorphic hardware. CoRR (2023)
Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam
Low-Rank Gradient Descent for Memory-Efficient Training of Deep In-Memory Arrays. ACM J. Emerg. Technol. Comput. Syst. 19 (2) (2023)
Jonathan M. Goodwill, Nitin Prasad, Brian D. Hoskins, Matthew W. Daniels, Advait Madhavan, Lei Wan, Tiffany S. Santos, Michael Tran, Jordan A. Katine, Patrick M. Braganca, Mark D. Stiles, Jabez J. McClelland
Implementation of a Binary Neural Network on a Passive Array of Magnetic Tunnel Junctions. CoRR (2021)
Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam
Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract). AAAI (2020)
Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam
Memory-efficient training with streaming dimensionality reduction. CoRR (2020)
Brian D. Hoskins, Matthew W. Daniels, Siyuan Huang, Advait Madhavan, Gina C. Adam, Nikolai Zhitenev, Jabez J. McClelland, Mark D. Stiles
Streaming Batch Eigenupdates for Hardware Neuromorphic Networks. CoRR (2019)
Gina C. Adam, Hussein Nili, Jeeson Kim, Brian D. Hoskins, Omid Kavehei, Dmitri B. Strukov
Utilizing I-V non-linearity and analog state variations in ReRAM-based security primitives. ESSDERC (2017)
Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Farnood Merrikh-Bayat, Bhaswar Chakrabarti, Dmitri B. Strukov
Highly-uniform multi-layer ReRAM crossbar circuits. ESSDERC (2016)
Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Dmitri B. Strukov
Three-Dimensional Stateful Material Implication Logic. CoRR (2015)
Ligang Gao, Farnood Merrikh-Bayat, Fabien Alibart, Xinjie Guo, Brian D. Hoskins, Kwang-Ting Cheng, Dmitri B. Strukov
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH (2013)