PIMCA: A Programmable In-Memory Computing Accelerator for Energy-Efficient DNN Inference
Zhang, Bo, Yin, Shihui, Kim, Minkyu, Saikia, Jyotishman, Kwon, Soonwan, Myung, Sungmeen, Kim, Hyunsoo, Kim, Sang Joon, Seo, Jae-Sun, Seok, Mingoo
Published in IEEE journal of solid-state circuits (01.05.2023)
Published in IEEE journal of solid-state circuits (01.05.2023)
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Journal Article
MACC-SRAM: A Multistep Accumulation Capacitor-Coupling In-Memory Computing SRAM Macro for Deep Convolutional Neural Networks
Zhang, Bo, Saikia, Jyotishman, Meng, Jian, Wang, Dewei, Kwon, Soonwan, Myung, Sungmeen, Kim, Hyunsoo, Kim, Sang Joon, Seo, Jae-Sun, Seok, Mingoo
Published in IEEE journal of solid-state circuits (01.06.2024)
Published in IEEE journal of solid-state circuits (01.06.2024)
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Journal Article
IMC CIRCUIT, NEURAL NETWORK DEVICE INCLUDING IMC CIRCUIT, AND METHOD FOR OPERATING IMC CIRCUIT
YOON DAEKUN, JUNG SEUNGCHUL, YUN SEOK JU, LEE JEA-HYUCK, KWON SOONWAN, CHANG DONG-JIN, MYUNG SUNGMEEN
Year of Publication 13.03.2024
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Year of Publication 13.03.2024
Patent
A 177 TOPS/W, Capacitor-based In-Memory Computing SRAM Macro with Stepwise-Charging/Discharging DACs and Sparsity-Optimized Bitcells for 4-Bit Deep Convolutional Neural Networks
Zhang, Bo, Saikia, Jyotishman, Meng, Jian, Wang, Dewei, Kwon, Soonwan, Myung, Sungmeen, Kim, Hyunsoo, Kim, Sang Joon, Seo, Jae-sun, Seok, Mingoo
Published in 2022 IEEE Custom Integrated Circuits Conference (CICC) (01.04.2022)
Published in 2022 IEEE Custom Integrated Circuits Conference (CICC) (01.04.2022)
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Conference Proceeding
PIMCA: A 3.4-Mb Programmable In-Memory Computing Accelerator in 28nm for On-Chip DNN Inference
Yin, Shihui, Zhang, Bo, Kim, Minkyu, Saikia, Jyotishman, Kwon, Soonwan, Myung, Sungmeen, Kim, Hyunsoo, Kim, Sang Joon, Seok, Mingoo, Seo, Jae-Sun
Published in 2021 Symposium on VLSI Technology (13.06.2021)
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Published in 2021 Symposium on VLSI Technology (13.06.2021)
Conference Proceeding
PIMCA: A 3.4-Mb Programmable In-Memory Computing Accelerator in 28nm for On-Chip DNN Inference
Yin, Shihui, Zhang, Bo, Kim, Minkyu, Saikia, Jyotishman, Kwon, Soonwan, Myung, Sungmeen, Kim, Hyunsoo, Joon Kim, Sang, Seok, Mingoo, Seo, Jae-sun
Published in 2021 Symposium on VLSI Circuits (13.06.2021)
Published in 2021 Symposium on VLSI Circuits (13.06.2021)
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Conference Proceeding