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Mark D. Stiles
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2020 – today
- 2023
- [j5]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) - [i19]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) - [i18]Sidra Gibeault, Temitayo N. Adeyeye, Liam A. Pocher, Daniel P. Lathrop, Matthew W. Daniels
, Mark D. Stiles, Jabez J. McClelland, William A. Borders, Jason T. Ryan, Philippe Talatchian, Ursula Ebels, Advait Madhavan:
Programmable electrical coupling between stochastic magnetic tunnel junctions. CoRR abs/2312.13171 (2023) - 2022
- [j4]Nitin Prasad
, Prashansa Mukim
, Advait Madhavan
, Mark D. Stiles
:
Associative memories using complex-valued Hopfield networks based on spin-torque oscillator arrays. Neuromorph. Comput. Eng. 2(3): 34003 (2022) - [i17]Axel Hoffmann, Shriram Ramanathan, Julie Grollier, Andrew D. Kent, Marcelo Rozenberg, Ivan K. Schuller, Oleg Shpyrko, Robert Dynes, Yeshaiahu Fainman, Alex Frano, Eric E. Fullerton, Giulia Galli, Vitaliy Lomakin, Shyue Ping Ong, Amanda K. Petford-Long, Jonathan A. Schuller, Mark D. Stiles, Yayoi Takamura, Yimei Zhu:
Quantum materials for energy-efficient neuromorphic computing. CoRR abs/2204.01832 (2022) - 2021
- [j3]Advait Madhavan
, Matthew W. Daniels
, Mark D. Stiles
:
Temporal State Machines: Using Temporal Memory to Stitch Time-based Graph Computations. ACM J. Emerg. Technol. Comput. Syst. 17(3): 28:1-28:27 (2021) - [p1]Mathieu Riou, Jacob Torrejon, Flavio Abreu Araujo
, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Nathan Leroux
, Danijela Markovic, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa
, Mark D. Stiles
, Julie Grollier:
Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators. Reservoir Computing 2021: 307-329 - [i16]Philippe Talatchian, Matthew W. Daniels, Advait Madhavan, Matthew R. Pufall, Emilie Jué, William H. Rippard, Jabez J. McClelland, Mark D. Stiles:
Mutual control of stochastic switching for two electrically coupled superparamagnetic tunnel junctions. CoRR abs/2106.03604 (2021) - [i15]Danijela Markovic, Matthew W. Daniels, Pankaj Sethi
, Andrew D. Kent, Mark D. Stiles, Julie Grollier:
Easy-plane spin Hall nano-oscillators as spiking neurons for neuromorphic computing. CoRR abs/2110.06737 (2021) - [i14]Nitin Prasad, Prashansa Mukim, Advait Madhavan, Mark D. Stiles:
Associative Memories Using Complex-Valued Hopfield Networks Based on Spin-Torque Oscillator Arrays. CoRR abs/2112.03358 (2021) - [i13]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
- [c2]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 - [c1]Advait Madhavan, Mark D. Stiles
:
Storing and Retrieving Wavefronts with Resistive Temporal Memory. ISCAS 2020: 1-5 - [i12]Advait Madhavan, Mark D. Stiles:
Storing and retrieving wavefronts with resistive temporal memory. CoRR abs/2003.09355 (2020) - [i11]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) - [i10]Hamed Vakili, Mohammad Nazmus Sakib, Samiran Ganguly, Mircea Stan, Matthew W. Daniels, Advait Madhavan, Mark D. Stiles, Avik W. Ghosh:
Temporal Memory with Magnetic Racetracks. CoRR abs/2005.10704 (2020) - [i9]Advait Madhavan, Matthew W. Daniels, Mark D. Stiles:
Temporal State Machines: Using temporal memory to stitch time-based graph computations. CoRR abs/2009.14243 (2020)
2010 – 2019
- 2019
- [i8]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) - [i7]Mathieu Riou, Flavio Abreu Araujo
, Jacob Torrejon, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier:
Neuromorphic Computing through Time-Multiplexing with a Spin-Torque Nano-Oscillator. CoRR abs/1904.11236 (2019) - [i6]Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Sumito Tsunegi, Damien Querlioz, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier:
Role of non-linear data processing on speech recognition task in the framework of reservoir computing. CoRR abs/1906.02812 (2019) - [i5]Matthew W. Daniels, Advait Madhavan, Philippe Talatchian, Alice Mizrahi, Mark D. Stiles:
Energy-efficient stochastic computing with superparamagnetic tunnel junctions. CoRR abs/1911.11204 (2019) - 2018
- [i4]Alice Mizrahi, Julie Grollier, Damien Querlioz, Mark D. Stiles:
Overcoming device unreliability with continuous learning in a population coding based computing system. CoRR abs/1806.00399 (2018) - [i3]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
- [i2]Jacob Torrejon, Mathieu Riou, Flavio Abreu Araujo
, Sumito Tsunegi, Guru Khalsa, Damien Querlioz, Paolo Bortolotti, Vincent Cros, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier:
Neuromorphic computing with nanoscale spintronic oscillators. CoRR abs/1701.07715 (2017) - 2016
- [j2]Hideo Ohno
, Mark D. Stiles
, Bernard Dieny:
Spintronics [Scanning the Issue]. Proc. IEEE 104(10): 1782-1786 (2016) - [j1]Julie Grollier, Damien Querlioz, Mark D. Stiles
:
Spintronic Nanodevices for Bioinspired Computing. Proc. IEEE 104(10): 2024-2039 (2016) - [i1]Julie Grollier, Damien Querlioz, Mark D. Stiles:
Spintronic nano-devices for bio-inspired computing. CoRR abs/1606.07700 (2016)
Coauthor Index
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