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Publications
Recent Journal Articles
- Liu S and Incorvia JA - Creating stochastic neural networks with the help of probabilistic bits Nature Electronics (2023)
- Aimone JB, Severa W, Smith JD – Synaptic Sampling of Neural Networks International Conference on Rebooting Computing December 2024 Best Paper Award
- Aimone JB and Misra S – Will stochastic devices play nice with others in neuromorphic hardware? IEEE Electron Devices Magazine 1(2); October 2023.
- Aimone JB and Parekh O - The Brain's Unique Take on Algorithms Nature Communications 14, 4910 (2013)
- Theilman BH and Aimone JB (2023) Goemans-Williamson MAXCUT approximation algorithm on Loihi Proceedings of the 2023 Neuro Inspired Computational Elements Conference April 2023
- Cardwell, S. G., Schuman, C. D., Smith, J. D., Patel, K., Kwon, J., Liu, S., ... & Aimone, J. B. (2022). Probabilistic Neural Circuits leveraging AI-Enhanced Codesign for Random Number Generation. IEEE International Conference on Rebooting Computing (2022)
- Liu, S., Kwon, J., Bessler, P. W., Cardwell, S., Schuman, C., Smith, J. D., ... & Incorvia, J. A. C. (2022). Random Bitstream Generation using Voltage-Controlled Magnetic Anisotropy and Spin Orbit Torque Magnetic Tunnel Junctions. IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 8, 2 (2022)
- Misra, S., Bland, L. C., Cardwell, S. G., Incorvia, J. A. C., James, C. D., Kent, A. D., ... & Aimone, J. B. (2022). Probabilistic Neural Computing with Stochastic Devices. Advanced Materials, 2204569.
- Theilman, B. H., Wang, Y., Parekh, O. D., Severa, W., Smith, J. D., & Aimone, J. B. (2022). Stochastic Neuromorphic Circuits for Solving MAXCUT. Accepted to IEEE International Parallel and Distributed Processing Symposium (2023)
- Rehm, L., Capriata, C. C. M., Shashank, M., Smith, J. D., Pinarbasi, M., Malm, B. G., & Kent, A. D. (2022). Stochastic magnetic actuated random transducer devices based on perpendicular magnetic tunnel junctions. Physical Review Applied 19, 024035 (2023)
News & Events
News
Events
Events
Recent news articles published
- DOE Announces $54 Million to Increase Energy Efficiency in Microelectronics Technologies
- How to generate better, cheaper, more abundant random numbers, The Economist, 12/21
- What if the secret to your brain’s elusive computing power is its randomness? (Sandia Labs)
- What If the Secret to Your Brain’s Elusive Computing Power is Its Randomness? (UT Austin)
Events
Events
Events
Coming soon