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IEICE Trans

Keyword : phase-change memory

PCMNoise: Physical Weight Noise from Phase-Change Memory for Exploration in Deep Reinforcement Learning
Zhenhao JIAO Xiaogang CHEN Tao HONG Shunfen LI Xi LI Chengcai TU Weibang DAI Zhitang SONG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/08/01
Vol. E109-A  No. 8 ; pp. 1440-1444
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
phase-change memory, deep reinforcement learning, hardware-sourced exploration, noisy networks, 
 Summary | Full Text:PDF
Stochastic Gradient Adjustment: Single-Pulse In-Memory Training on Phase-Change Memory Chips
Zhenhao JIAO Xiaogang CHEN Tao HONG Shunfen LI Xi LI Chengcai TU Weibang DAI Zhitang SONG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/06/01
Vol. E109-A  No. 6 ; pp. 1170-1175
Type of Manuscript:  LETTER
Category: Algorithms and Data Structures
Keyword: 
phase-change memory, on-chip training, neuromorphic hardware, in-memory computing, 
 Summary | Full Text:PDF