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of 471
pro vyhledávání: '"KIM, CHRIS"'
Autor:
Cılasun, Hüsrev, Zeng, Ziqing, S, Ramprasath, Kumar, Abhimanyu, Lo, Hao, Cho, William, Kim, Chris H., Karpuzcu, Ulya R., Sapatnekar, Sachin S.
This work solves 3SAT, a classical NP-complete problem, on a CMOS-based Ising hardware chip with all-to-all connectivity. The paper addresses practical issues in going from algorithms to hardware. It considers several degrees of freedom in mapping th
Externí odkaz:
http://arxiv.org/abs/2309.11017
Variational autoencoders employ an amortized inference model to approximate the posterior of latent variables. However, such amortized variational inference faces two challenges: (1) the limited posterior expressiveness of fully-factorized Gaussian a
Externí odkaz:
http://arxiv.org/abs/2211.17267
Autor:
Harter, Aspen M.1 (AUTHOR), Kim, Chris1 (AUTHOR), Yamazaki, Anna1 (AUTHOR), Lee, Luca1 (AUTHOR), Ji, Michelle T.1 (AUTHOR), Nemesh, Mariya1 (AUTHOR), Redei, Eva E.1 (AUTHOR) e-redei@northwestern.edu
Publikováno v:
Genes, Brain & Behavior. Oct2024, Vol. 23 Issue 5, p1-14. 14p.
Continually learning in the real world must overcome many challenges, among which noisy labels are a common and inevitable issue. In this work, we present a repla-ybased continual learning framework that simultaneously addresses both catastrophic for
Externí odkaz:
http://arxiv.org/abs/2110.07735
Continual learning from a sequential stream of data is a crucial challenge for machine learning research. Most studies have been conducted on this topic under the single-label classification setting along with an assumption of balanced label distribu
Externí odkaz:
http://arxiv.org/abs/2009.03632
Akademický článek
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Autor:
Li, Shuling, Suehs, Brandon T., Fu, Alan, Sangaré, Laura, Kim, Chris, Gastanaga, Victor M., Liu, Jiannong, Yan, Heng, Xu, Yihua, Mikhael, Joseph
Publikováno v:
In Clinical Lymphoma, Myeloma and Leukemia August 2023 23(8):616-625
Autor:
Zand, Ramtin, Camsari, Kerem Yunus, Pyle, Steven D., Ahmed, Ibrahim, Kim, Chris H., DeMara, Ronald F.
A low-energy hardware implementation of deep belief network (DBN) architecture is developed using near-zero energy barrier probabilistic spin logic devices (p-bits), which are modeled to realize an intrinsic sigmoidal activation function. A CMOS/spin
Externí odkaz:
http://arxiv.org/abs/1710.00249
Autor:
Khatamifard, S. Karen, Chowdhury, Zamshed, Pande, Nakul, Razaviyayn, Meisam, Kim, Chris, Karpuzcu, Ulya R.
DNA sequencing is the physical/biochemical process of identifying the location of the four bases (Adenine, Guanine, Cytosine, Thymine) in a DNA strand. As semiconductor technology revolutionized computing, modern DNA sequencing technology (termed Nex
Externí odkaz:
http://arxiv.org/abs/1709.02381
Akademický článek
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