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Deep Reinforcement Learning Processor Design for Mobile Applications / Juhyoung Lee, Hoi-Jun Yoo
| Deep Reinforcement Learning Processor Design for Mobile Applications / Juhyoung Lee, Hoi-Jun Yoo |
| Autore | Lee, Juhyoung |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | VI, 101 p. ; 24 cm |
| Altri autori (Persone) | Yoo, Hoi-Jun |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0275894 |
Lee, Juhyoung
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Deep Reinforcement Learning Processor Design for Mobile Applications / Juhyoung Lee, Hoi-Jun Yoo
| Deep Reinforcement Learning Processor Design for Mobile Applications / Juhyoung Lee, Hoi-Jun Yoo |
| Autore | Lee, Juhyoung |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | VI, 101 p. ; 24 cm |
| Altri autori (Persone) | Yoo, Hoi-Jun |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00275894 |
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Lee, Juhyoung
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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Deep Reinforcement Learning Processor Design for Mobile Applications / / by Juhyoung Lee, Hoi-Jun Yoo
| Deep Reinforcement Learning Processor Design for Mobile Applications / / by Juhyoung Lee, Hoi-Jun Yoo |
| Autore | Lee Juhyoung |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (105 pages) |
| Disciplina | 621.38456 |
| Altri autori (Persone) | YooHoi-Jun |
| Soggetto topico |
Electronic circuits
Embedded computer systems Microprocessors Computer architecture Electronic Circuits and Systems Embedded Systems Processor Architectures |
| ISBN |
9783031367939
3031367936 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Background of Deep Reinforcement Learning -- Group-Sparse Training Algorithm for Accelerating Deep Reinforcement Learning -- An Energy-Efficient Deep Reinforcement Learning Processor Design -- Low-power Autonomous Adaptation System with Deep Reinforcement Learning -- Low-power Autonomous Adaptation System with Deep Reinforcement Learning -- Exponent-Computing-in-Memory for DNN Training Processor with Energy-Efficient Heterogeneous Floating-point Computing Architecture. |
| Record Nr. | UNINA-9910739463803321 |
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Lee Juhyoung
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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On-Chip Training NPU - Algorithm, Architecture and SoC Design / / by Donghyeon Han, Hoi-Jun Yoo
| On-Chip Training NPU - Algorithm, Architecture and SoC Design / / by Donghyeon Han, Hoi-Jun Yoo |
| Autore | Han Donghyeon |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (249 pages) |
| Disciplina | 621.3815 |
| Altri autori (Persone) | YooHoi-Jun |
| Collana | Engineering Series |
| Soggetto topico |
Electronic circuits
Embedded computer systems Microprocessors Computer architecture Electronic Circuits and Systems Embedded Systems Processor Architectures |
| ISBN |
9783031342370
3031342372 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1 Introduction -- Chapter 2 A Theoretical Study on Artificial Intelligence Training -- Chapter 3 New Algorithm 1: Binary Direct Feedback Alignment for Fully-Connected layer -- Chapter 4 New Algorithm 2: Extension of Direct Feedback Alignment to Convolutional Recurrent Neural Network -- Chapter 5 DF-LNPU: A Pipelined Direct Feedback Alignment based Deep Neural Network Learning Processor for Fast Online Learning -- Chapter 6 HNPU-V1: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-point and Active Bit-precision Searching -- Chapter 7 HNPU-V2: An Energy-efficient DNN Training Processor for Robust Object Detection with Real-World Environmental Adaptation -- Chapter 8 An Overview of Energy-efficient DNN Training Processors -- Chapter 9 Conclusion. |
| Record Nr. | UNINA-9910736029603321 |
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Han Donghyeon
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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On-Chip Training NPU-Algorithm, Architecture and SoC Design / Donghyeon Han, Hoi-Jun Yoo
| On-Chip Training NPU-Algorithm, Architecture and SoC Design / Donghyeon Han, Hoi-Jun Yoo |
| Autore | Han, Donghyeon |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | XXIII, 237 p. ; 24 cm |
| Altri autori (Persone) | Yoo, Hoi-Jun |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN0277427 |
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Han, Donghyeon
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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On-Chip Training NPU-Algorithm, Architecture and SoC Design / Donghyeon Han, Hoi-Jun Yoo
| On-Chip Training NPU-Algorithm, Architecture and SoC Design / Donghyeon Han, Hoi-Jun Yoo |
| Autore | Han, Donghyeon |
| Pubbl/distr/stampa | Cham, : Springer, 2023 |
| Descrizione fisica | XXIII, 237 p. ; 24 cm |
| Altri autori (Persone) | Yoo, Hoi-Jun |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNICAMPANIA-VAN00277427 |
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Han, Donghyeon
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| Cham, : Springer, 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Vanvitelli | ||
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