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2020 – today
- 2024
[i10]Osama Yousuf
, Brian Hoskins, Karthick Ramu, Mitchell Fream, William A. Borders, Advait Madhavan, Matthew W. Daniels, Andrew Dienstfrey, Jabez J. McClelland, Martin Lueker-Boden, Gina C. Adam:
Layer Ensemble Averaging for Improving Memristor-Based Artificial Neural Network Performance. CoRR abs/2404.15621 (2024)- 2023
- [j1]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): 16:1-16:24 (2023) - [i9]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 abs/2312.06446 (2023) - 2022
- [c8]Wen Ma, Tung Thanh Hoang, Brian Hoskins, Matthew W. Daniels, Jabez J. McClelland, Yutong Gao, Gina C. Adam, Martin Lueker-Boden:
Effect of OTS Selector Reliabilities on NVM Crossbar-based Neuromorphic Training. IRPS 2022: 35-1 - 2021
- [c7]Brian Hoskins, Wen Ma, Mitchell Fream, Osama Yousuf, Matthew W. Daniels, Jonathan Goodwill, Advait Madhavan, Hoang Tung, Mark Branstad, Muqing Liu, Rasmus Madsen, Jabez Mclelland, Gina C. Adam, Martin Lueker-Boden:
A System for Validating Resistive Neural Network Prototypes. ICONS 2021: 26:1-26:5 - [i8]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 abs/2112.09159 (2021) - 2020
- [c6]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: 13813-13814 - [i7]Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam:
Memory-efficient training with streaming dimensionality reduction. CoRR abs/2004.12041 (2020)
2010 – 2019
- 2019
- [i6]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 abs/1903.01635 (2019) - 2018
- [c5]Dasheng Li, Georg Ramer, Phoebe Yeoh, Brian Hoskins, Yuanzhi Ma, James A. Bain, Andrea Centrone, Marek Skowronski:
Nanoscale Scanning Probe Thermometry of TaOe-based selector devices. DRC 2018: 1-2 - [i5]Alice Mizrahi, Thomas Marsh, Brian Hoskins, Mark D. Stiles:
A scalable method to find the shortest path in a graph with circuits of memristors. CoRR abs/1809.04677 (2018) - 2017
- [c4]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: 74-77 - 2016
- [c3]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: 436-439 - [c2]Mirko Prezioso, Y. Zhong, D. Gavrilov, Farnood Merrikh-Bayat, Brian Hoskins, Gina C. Adam, Konstantin K. Likharev, Dmitri B. Strukov:
Spiking neuromorphic networks with metal-oxide memristors. ISCAS 2016: 177-180 - 2015
- [i4]Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Konstantin K. Likharev, Dmitri B. Strukov:
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors. CoRR abs/1505.05549 (2015) - [i3]Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Dmitri B. Strukov:
Three-Dimensional Stateful Material Implication Logic. CoRR abs/1509.02986 (2015) - 2014
- [i2]Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Gina C. Adam, Konstantin K. Likharev, Dmitri B. Strukov:
Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors. CoRR abs/1412.0611 (2014) - 2013
- [c1]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: 19-22 - 2011
- [i1]Fabien Alibart, Ligang Gao, Brian Hoskins, Dmitri B. Strukov:
High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm. CoRR abs/1110.1393 (2011)
Coauthor Index
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