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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| The Hardware and Algorithm Co-Design for Energy-Efficient DNN Processor on Edge/Mobile Devices Lee, Jinsu; Kang, Sanghoon; Lee, Jinmook; Shin, Dongjoo; Han, Donghyeon; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.67, no.10, pp.3458 - 3470, 2020-10 | |
| The Heterogeneous Deep Neural Network Processor With a Non-von Neumann Architecture Shin, Dongjoo; Yoo, Hoi-Jun, PROCEEDINGS OF THE IEEE, v.108, no.8, pp.1245 - 1260, 2020-08 | |
| A 43.1TOPS/W Energy-Efficient Absolute-Difference-Accumulation Operation Computing-In-Memory With Computation Reuse Um, Soyeon; Kim, Sangyeob; Kim, Sangjin; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v.68, no.5, pp.1605 - 1609, 2021-05 | |
| A 64.1mW Accurate Real-Time Visual Object Tracking Processor With Spatial Early Stopping on Siamese Network Kim, Soyeon; Kim, Sangjin; Kim, Sangyeob; Han, Donghyeon; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v.68, no.5, pp.1675 - 1679, 2021-05 | |
| A Pipelined Point Cloud Based Neural Network Processor for 3-D Vision With Large-Scale Max Pooling Layer Prediction Im, Dongseok; Han, Donghyeon; Kang, Sanghoon; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.57, no.2, pp.661 - 670, 2022-02 | |
| ECIM: Exponent Computing in Memory for an Energy-Efficient Heterogeneous Floating-Point DNN Training Processor Lee, Juhyoung; Kim, Jihoon; Jo, Wooyoung; Kim, Sangyeob; Kim, Sangjin; Yoo, Hoi-Jun, IEEE MICRO, v.42, no.1, pp.99 - 107, 2022-01 | |
| A Mobile DNN Training Processor With Automatic Bit Precision Search and Fine-Grained Sparsity Exploitation Han, Donghyeon; Im, Dongseok; Park, Gwangtae; Kim, Youngwoo; Song, Seokchan; Lee, Juhyoung; Yoo, Hoi-Jun, IEEE MICRO, v.42, no.2, pp.16 - 24, 2022-03 | |
| An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations Kang, Sanghoon; Park, Gwangtae; Kim, Sangjin; Kim, Soyeon; Han, Donghyeon; Yoo, Hoi-Jun, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.11, no.4, pp.634 - 648, 2021-12 | |
| DynaPlasia: An eDRAM In-Memory Computing-Based Reconfigurable Spatial Accelerator With Triple-Mode Cell Kim, Sangjin; Li, Zhiyong; Um, Soyeon; Jo, Wooyoung; Ha, Sangwoo; Lee, Juhyoung; Kim, Sangyeob; Han, Donghyeon; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.59, no.1, pp.102 - 115, 2024-01 |
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