Results 141 to 150 of about 931,340 (223)

Deep Bayesian active learning using in-memory computing hardware. [PDF]

Nat Comput Sci
Lin Y, Gao B, Tang J, Zhang Q, Qian H, Wu H.   +5 more
europepmc   +1 more source

The Role of Phase-Change Memory in Edge Computing and Analog In-Memory Computing: An Overview of Recent Research Contributions and Future Challenges. [PDF]

Sensors (Basel)
Antolini A, Zavalloni F, Lico A, Quqa S, Greco L, Mangia M, Pareschi F, Pasotti M, Franchi Scarselli E.   +8 more
europepmc   +1 more source

Characterization and Programming Algorithm of Phase Change Memory Cells for Analog In-Memory Computing. [PDF]

Materials (Basel), 2021
Antolini A, Franchi Scarselli E, Gnudi A, Carissimi M, Pasotti M, Romele P, Canegallo R.   +6 more
europepmc   +1 more source

In-memory-computing CNN accelerator employing charge-domain compute

, 2020
High-dimensional matrix-vector-multiplications (MVM) are the main operations of deep neural networks (DNN). As the size of DNNs increases, data movement becomes a problem and limits their performance. Analog in-memory computing accelerators are one of the most promising solutions to reduce this problem.
openaire   +1 more source

Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture

Taiqiang Wu, Chenchen Ding, Wei Zhou, Yi Pik Cheng, X Y Feng, Shuqi Wang, Wen Xu, Chufan Shi, Zhengwu Liu, Ngai Wong   +9 more
openalex   +1 more source

Insights of BDAPbI₄-Based Flexible Memristor for Artificial Synapses and In-Memory Computing. [PDF]

ACS Omega
Patel M, Gosai J, Patel P, Roy M, Solanki A.   +4 more
europepmc   +1 more source

Emerging 2D Ferroelectric Devices for In-Sensor and In-Memory Computing. [PDF]

Adv Mater
Chen C, Zhou Y, Tong L, Pang Y, Xu J.
europepmc   +1 more source

Rapid learning with phase-change memory-based in-memory computing through learning-to-learn. [PDF]

Nat Commun
Ortner T, Petschenig H, Vasilopoulos A, Renner R, Brglez Š, Limbacher T, Piñero E, Linares-Barranco A, Pantazi A, Legenstein R.   +9 more
europepmc   +1 more source

Physical unclonable in-memory computing for simultaneous protecting private data and deep learning models. [PDF]

Nat Commun
Yue W, Wu K, Li Z, Zhou J, Wang Z, Zhang T, Yang Y, Ye L, Wu Y, Bu W, Wang S, He X, Yan X, Tao Y, Yan B, Huang R, Yang Y.   +16 more
europepmc   +1 more source

Heterogeneous integration of 2D memristor arrays and silicon selectors for compute-in-memory hardware in convolutional neural networks [PDF]

Samarth Jain, Sifan Li, Haofei Zheng, Lingqi Li, Xuanyao Fong, Kah‐Wee Ang   +5 more
openalex   +1 more source