Processing-in-Memory for AI From Circuits to Systems /
This book provides a comprehensive introduction to processing-in-memory (PIM) technology, from its architectures to circuits implementations on multiple memory types and describes how it can be a viable computer architecture in the era of AI and big data. The authors summarize the challenges of AI h...
Wedi'i Gadw mewn:
| Awdur Corfforaethol: | |
|---|---|
| Awduron Eraill: | , , |
| Fformat: | Electronig eLyfr |
| Iaith: | Saesneg |
| Cyhoeddwyd: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
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| Rhifyn: | 1st ed. 2023. |
| Pynciau: | |
| Mynediad Ar-lein: | https://doi.org/10.1007/978-3-030-98781-7 |
| Tagiau: |
Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
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MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-98781-7 | ||
| 003 | DE-He213 | ||
| 005 | 20260810171008.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 220709s2023 sz | o |||| 0|eng d | ||
| 020 | |a 9783030987817 |9 978-3-030-98781-7 | ||
| 024 | 7 | |a 10.1007/978-3-030-98781-7 |2 doi | |
| 050 | 4 | |a TK7867-7867.5 | |
| 072 | 7 | |a TJFC |2 bicssc | |
| 072 | 7 | |a TEC008010 |2 bisacsh | |
| 072 | 7 | |a TJFC |2 thema | |
| 082 | 0 | 4 | |a 621.3815 |2 23 |
| 245 | 1 | 0 | |a Processing-in-Memory for AI |h [electronic resource] : |b From Circuits to Systems / |c edited by Joo-Young Kim, Bongjin Kim, Tony Tae-Hyoung Kim. |
| 250 | |a 1st ed. 2023. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2023. | |
| 300 | |a 1 online resource (V, 165 p. 134 illus.). |b 99 illus. in color. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Introduction -- Background -- PIM Constraints and Approaches -- SRAM based PIM -- DRAM based PIM -- ReRAM based PIM -- PIM for AI Training -- PIM Systems -- Conclusion. | |
| 520 | |a This book provides a comprehensive introduction to processing-in-memory (PIM) technology, from its architectures to circuits implementations on multiple memory types and describes how it can be a viable computer architecture in the era of AI and big data. The authors summarize the challenges of AI hardware systems, processing-in-memory (PIM) constraints and approaches to derive system-level requirements for a practical and feasible PIM solution. The presentation focuses on feasible PIM solutions that can be implemented and used in real systems, including architectures, circuits, and implementation cases for each major memory type (SRAM, DRAM, and ReRAM). Provides first book that describes the processing-in-memory (PIM) technology thoroughly from architectures to circuits; Describes architectures, circuits, and implementation cases for each major memory type (SRAM, DRAM, and ReRAM); Focuses on feasible PIM solutions that can be implemented and used in real systems. | ||
| 588 | |a Print version record. | ||
| 650 | 0 | |a Electronic circuits. | |
| 650 | 0 | |a Microprocessors. | |
| 650 | 0 | |a Computer architecture. | |
| 650 | 0 | |a Machine learning. | |
| 650 | 1 | 4 | |a Electronic Circuits and Systems. |
| 650 | 2 | 4 | |a Processor Architectures. |
| 650 | 2 | 4 | |a Machine Learning. |
| 700 | 1 | |a Kim, Joo-Young. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Kim, Bongjin. |e editor. |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 700 | 1 | |a Kim, Tony Tae-Hyoung. |e editor. |0 (orcid)0000-0002-1779-1799 |1 https://orcid.org/0000-0002-1779-1799 |4 edt |4 http://id.loc.gov/vocabulary/relators/edt | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783030987800 |
| 776 | 0 | 8 | |i Printed edition: |z 9783030987824 |
| 776 | 0 | 8 | |i Printed edition: |z 9783030987831 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-030-98781-7 |
| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||