Memory-Centric Architecture of Neural Processing Unit for Edge Device

Mapping Intimacies ◽

10.1109/isocc53507.2021.9613977 ◽

2021 ◽

Author(s):

Eunchong Lee ◽

Minyong Sung ◽

Sung-Joon Jang ◽

Jonghee Park ◽

Sang-Seol Lee

Keyword(s):

Processing Unit ◽

Neural Processing

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SPRITE: Sparsity-Aware Neural Processing Unit with Constant Probability of Index-Matching

10.23919/date51398.2021.9474198 ◽

2021 ◽

Author(s):

Sungju Ryu ◽

Youngtaek Oh ◽

Taesu Kim ◽

Daehyun Ahn ◽

Jae-Joon Kim

Keyword(s):

Processing Unit ◽

Neural Processing ◽

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A Verification Framework of Neural Processing Unit for Super Resolution

2019 20th International Workshop on Microprocessor/SoC Test, Security and Verification (MTV) ◽

10.1109/mtv48867.2019.00011 ◽

2019 ◽

Author(s):

Jinsae Jung ◽

Jaeun Park ◽

Apurva Kumar

Keyword(s):

Super Resolution ◽

Processing Unit ◽

Neural Processing

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7.1 An 11.5TOPS/W 1024-MAC Butterfly Structure Dual-Core Sparsity-Aware Neural Processing Unit in 8nm Flagship Mobile SoC

2019 IEEE International Solid- State Circuits Conference - (ISSCC) ◽

10.1109/isscc.2019.8662476 ◽

2019 ◽

Author(s):

Jinook Song ◽

Yunkyo Cho ◽

Jun-Seok Park ◽

Jun-Woo Jang ◽

Sehwan Lee ◽

...

Keyword(s):

Processing Unit ◽

Neural Processing ◽

Dual Core ◽

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Samsung Neural Processing Unit : An AI accelerator and SDK for flagship mobile AP

10.1109/hcs52781.2021.9567119 ◽

2021 ◽

Author(s):

Jun-Seok Park ◽

Heonsoo Lee ◽

Dongwoo Lee ◽

Jewoo Moon ◽

Suknam Kwon ◽

...

Keyword(s):

Processing Unit ◽

Neural Processing

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Design Guidelines of RRAM based Neural-Processing-Unit

Proceedings of the 56th Annual Design Automation Conference 2019 on - DAC '19 ◽

10.1145/3316781.3317797 ◽

2019 ◽

Author(s):

Wenqiang Zhang ◽

Xiaochen Peng ◽

Huaqiang Wu ◽

Bin Gao ◽

Hu He ◽

...

Keyword(s):

Design Guidelines ◽

Processing Unit ◽

Neural Processing

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Hardware design of a neural processing unit for bio-inspired computing

2015 IEEE 13th International New Circuits and Systems Conference (NEWCAS) ◽

10.1109/newcas.2015.7181997 ◽

2015 ◽

Author(s):

Laurent Fiack ◽

Laurent Rodriguez ◽

Benoit Miramond

Keyword(s):

Hardware Design ◽

Processing Unit ◽

Neural Processing

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Scalable Pitch-Constrained Neural Processing Unit for 3D Integration with Event-Based Imagers

10.1109/dac18074.2021.9586099 ◽

2021 ◽

Author(s):

Maxence Bouvier ◽

Alexandre Valentian ◽

Gilles Sicard

Keyword(s):

Processing Unit ◽

Neural Processing ◽

3D Integration ◽

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SuperNPU: An Extremely Fast Neural Processing Unit Using Superconducting Logic Devices

2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) ◽

10.1109/micro50266.2020.00018 ◽

2020 ◽

Author(s):

Koki Ishida ◽

Ilkwon Byun ◽

Ikki Nagaoka ◽

Kosuke Fukumitsu ◽

Masamitsu Tanaka ◽

...

Keyword(s):

Processing Unit ◽

Neural Processing ◽

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Architecture of neural processing unit for deep neural networks

10.1016/bs.adcom.2020.11.001 ◽

2020 ◽

Author(s):

Kyuho J. Lee

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Processing Unit ◽

Neural Processing

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PIMCaffe: Functional Evaluation of A Machine Learning Framework for In-Memory Neural Processing Unit

IEEE Access ◽

10.1109/access.2021.3094043 ◽

2021 ◽

pp. 1-1

Author(s):

Won Jeon ◽

Jiwon Lee ◽

Dongseok Kang ◽

Hongju Kal ◽

Won Woo Ro

Keyword(s):

Machine Learning ◽

Processing Unit ◽

Functional Evaluation ◽

Neural Processing ◽

Learning Framework

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