Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
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Methods for Setting Device Specifications for Analog In-Memory Computing Inference
Wu, Z., Su, X., Rasch, M. J. & Li, N., May 2026, In: Advanced Intelligent Systems. 8, 5, e202501355.Research output: Contribution to journal › Article › peer-review
Open Access -
Progress and challenges of phase change memory for in-memory computing
Su, X., Guo, Z., Zhang, G., Tsai, H. & Li, N., Jul 2025, In: Current Opinion in Solid State and Materials Science. 37, 101225.Research output: Contribution to journal › Article › peer-review
6 Link opens in a new tab Scopus citations -
Design of projected phase-change memory mushroom cells for low-resistance drift
Philip, T. M., Brew, K. W., Li, N., Simon, A., Liu, Z., Ok, I., Adusumilli, P., Saraf, I., Conti, R., Ogundipe, O., Robison, R. R., Saulnier, N., Sebastian, A. & Narayanan, V., Mar 2023, In: MRS Bulletin. 48, 3, p. 228-236 9 p.Research output: Contribution to journal › Article › peer-review
6 Link opens in a new tab Scopus citations -
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
Rasch, M. J., Mackin, C., Le Gallo, M., Chen, A., Fasoli, A., Odermatt, F., Li, N., Nandakumar, S. R., Narayanan, P., Tsai, H., Burr, G. W., Sebastian, A. & Narayanan, V., Dec 2023, In: Nature communications. 14, 1, 5282.Research output: Contribution to journal › Article › peer-review
Open Access137 Link opens in a new tab Scopus citations -
Impact of analog memory device failure on in-memory computing inference accuracy
Li, N., Tsai, H., Narayanan, V. & Rasch, M., Jan 2023, In: APL Machine Learning. 1, 1Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations