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020 _a9783031115066
_9978-3-031-11506-6
024 7 _a10.1007/978-3-031-11506-6
_2doi
050 4 _aTK7867-7867.5
072 7 _aTJFC
_2bicssc
072 7 _aTEC008010
_2bisacsh
072 7 _aTJFC
_2thema
082 0 4 _a621.3815
_223
245 1 0 _aNear-sensor and In-sensor Computing
_h[electronic resource] /
_cedited by Yang Chai, Fuyou Liao.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aV, 240 p. 132 illus., 115 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction (Fundamentals of near-/in-sensor computing) -- Neuromorphic vision sensors I -- Neuromorphic vision sensors Ⅱ -- Neuromorphic audio sensors -- Neuromorphic pressure sensors -- Neuromorphic chemical sensors -- Reconfigurable neural networks -- Convolutional neural networks -- Spike neural networks -- Integration technology of near-/in-sensor computing.
520 _aThis book provides a detailed introduction to near-sensor and in-sensor computing paradigms, their working mechanisms, development trends and future directions. The authors also provide a comprehensive review of current progress in this area, analyze existing challenges in the field, and offer possible solutions. Readers will benefit from the discussion of computing approaches that intervene in the vicinity of or inside sensory networks to help process data more efficiently, decreasing power consumption and reducing the transfer of redundant data between sensing and processing units. Provides readers with a detailed introduction to the near-sensor and in-sensor computing paradigms; Includes in-depth and comprehensive summaries of the state-of-the-art development in this field; Discusses and compares various neuromorphic sensors and neural networks: Describes integration technology for near-/in-sensor computing; Reveals the relationship between near-/in-sensor computing and other computing paradigms, such as neuromorphic computing, edge computing, intuitive computing, and in-memory computing.
650 0 _aElectronic circuits.
650 0 _aCooperating objects (Computer systems).
650 0 _aSolid state physics.
650 1 4 _aElectronic Circuits and Systems.
650 2 4 _aCyber-Physical Systems.
650 2 4 _aElectronic Devices.
700 1 _aChai, Yang.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLiao, Fuyou.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031115059
776 0 8 _iPrinted edition:
_z9783031115073
776 0 8 _iPrinted edition:
_z9783031115080
856 4 0 _uhttps://doi.org/10.1007/978-3-031-11506-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c174136
_d174136