Mark D. Stiles

28 papers A* 1C 1Journal 25

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Sampling from exponential distributions in the time domain with superparamagnetic tunnel junctions. CoRR Temitayo N. Adeyeye, Sidra Gibeault, Daniel P. Lathrop, Matthew W. Daniels, Mark D. Stiles, Jabez J. McClelland, William A. Borders, Jason T. Ryan, Philippe Talatchian, Ursula Ebels, Advait Madhavan
2023	J	`jnl`	Experimental demonstration of a robust training method for strongly defective neuromorphic hardware. CoRR 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
2023	J	`jnl`	Low-Rank Gradient Descent for Memory-Efficient Training of Deep In-Memory Arrays. ACM J. Emerg. Technol. Comput. Syst. Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam
2023	J	`jnl`	Programmable electrical coupling between stochastic magnetic tunnel junctions. CoRR 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
2022	J	`jnl`	Associative memories using complex-valued Hopfield networks based on spin-torque oscillator arrays. Neuromorph. Comput. Eng. Nitin Prasad, Prashansa Mukim, Advait Madhavan, Mark D. Stiles
2022	J	`jnl`	Quantum materials for energy-efficient neuromorphic computing. CoRR 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
2021	J	`jnl`	Associative Memories Using Complex-Valued Hopfield Networks Based on Spin-Torque Oscillator Arrays. CoRR Nitin Prasad, Prashansa Mukim, Advait Madhavan, Mark D. Stiles
2021	J	`jnl`	Easy-plane spin Hall nano-oscillators as spiking neurons for neuromorphic computing. CoRR Danijela Markovic, Matthew W. Daniels, Pankaj Sethi, Andrew D. Kent, Mark D. Stiles, Julie Grollier
2021	J	`jnl`	Implementation of a Binary Neural Network on a Passive Array of Magnetic Tunnel Junctions. CoRR 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
2021	J	`jnl`	Mutual control of stochastic switching for two electrically coupled superparamagnetic tunnel junctions. CoRR Philippe Talatchian, Matthew W. Daniels, Advait Madhavan, Matthew R. Pufall, Emilie Jué, William H. Rippard, Jabez J. McClelland, Mark D. Stiles
2021	—	`ch.`	Reservoir Computing Leveraging the Transient Non-linear Dynamics of Spin-Torque Nano-Oscillators. Reservoir Computing 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
2021	J	`jnl`	Temporal State Machines: Using Temporal Memory to Stitch Time-based Graph Computations. ACM J. Emerg. Technol. Comput. Syst. Advait Madhavan, Matthew W. Daniels, Mark D. Stiles
2020	J	`jnl`	Memory-efficient training with streaming dimensionality reduction. CoRR Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam
2020	C	`conf`	Storing and Retrieving Wavefronts with Resistive Temporal Memory. ISCAS Advait Madhavan, Mark D. Stiles
2020	J	`jnl`	Storing and retrieving wavefronts with resistive temporal memory. CoRR Advait Madhavan, Mark D. Stiles
2020	A*	`conf`	Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract). AAAI Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam
2020	J	`jnl`	Temporal Memory with Magnetic Racetracks. CoRR Hamed Vakili, Mohammad Nazmus Sakib, Samiran Ganguly, Mircea Stan, Matthew W. Daniels, Advait Madhavan, Mark D. Stiles, Avik W. Ghosh
2020	J	`jnl`	Temporal State Machines: Using temporal memory to stitch time-based graph computations. CoRR Advait Madhavan, Matthew W. Daniels, Mark D. Stiles
2019	J	`jnl`	Energy-efficient stochastic computing with superparamagnetic tunnel junctions. CoRR Matthew W. Daniels, Advait Madhavan, Philippe Talatchian, Alice Mizrahi, Mark D. Stiles
2019	J	`jnl`	Neuromorphic Computing through Time-Multiplexing with a Spin-Torque Nano-Oscillator. CoRR 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
2019	J	`jnl`	Role of non-linear data processing on speech recognition task in the framework of reservoir computing. CoRR Flavio Abreu Araujo, Mathieu Riou, Jacob Torrejon, Sumito Tsunegi, Damien Querlioz, Kay Yakushiji, Akio Fukushima, Hitoshi Kubota, Shinji Yuasa, Mark D. Stiles, Julie Grollier
2019	J	`jnl`	Streaming Batch Eigenupdates for Hardware Neuromorphic Networks. CoRR Brian D. Hoskins, Matthew W. Daniels, Siyuan Huang, Advait Madhavan, Gina C. Adam, Nikolai Zhitenev, Jabez J. McClelland, Mark D. Stiles
2018	J	`jnl`	A scalable method to find the shortest path in a graph with circuits of memristors. CoRR Alice Mizrahi, Thomas Marsh, Brian Hoskins, Mark D. Stiles
2018	J	`jnl`	Overcoming device unreliability with continuous learning in a population coding based computing system. CoRR Alice Mizrahi, Julie Grollier, Damien Querlioz, Mark D. Stiles
2017	J	`jnl`	Neuromorphic computing with nanoscale spintronic oscillators. CoRR 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
2016	J	`jnl`	Spintronic Nanodevices for Bioinspired Computing. Proc. IEEE Julie Grollier, Damien Querlioz, Mark D. Stiles
2016	J	`jnl`	Spintronic nano-devices for bio-inspired computing. CoRR Julie Grollier, Damien Querlioz, Mark D. Stiles
2016	J	`jnl`	Spintronics [Scanning the Issue]. Proc. IEEE Hideo Ohno, Mark D. Stiles, Bernard Dieny