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020 _a9783030917418
024 7 _a10.1007/978-3-030-91741-8
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041 _aeng
050 4 _aTK7874
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245 1 0 _aAnalog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication
_h[electronic resource] :
_bAdvances in Analog Circuit Design 2021 /
_cedited by Pieter Harpe, Kofi A.A. Makinwa, Andrea Baschirotto.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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505 0 _aPart I: Introduction -- Chapter 1:Mixed-signal compute and memory fabrics for deep neural networks -- Chapter 2 :Analog computation with RRAM and supporting circuits -- Chapter 3: Analog in-Memory Computing with SOT-MRAM: Architecture and Circuit Challenges -- Chapter 4: Prospects for analog circuits in deep networks -- Chapter 5: SPIRIT: A first mixed-signal SNN using co-integrated CMOS neurons and resistive synapses -- Chapter 6: Accelerated analog neuromorphic computing -- Part II: Introduction -- Chapter 7: Advancements in current sensing for future automotive applications -- Chapter 8: Next generation current sense interfaces for the IoT era -- Chapter 9: Precision voltage sensing in deep sub-micron and its challenges -- Chapter 10: Breaking unusual barriers in sensor interfaces: from minimum energy to ultimate low-cost -- Chapter 11: Thermal sensor and reference circuits based on a time-controlled bias of pn-junctions in FinFET technology -- Chapter 12: Resistor-based temperature sensors -- Part III: Introduction -- Chapter 13: Recent advances in fractional-N frequency synthesis -- Chapter 14: ADC/DSP-based receivers for high-speed serial links -- Chapter 15: ADC based SerDes receiver for 112 Gb/s PAM4 wireline communication -- Chapter 16: BiCMOS integrated circuits for millimeter-wave wireless backhaul transmitters -- Chapter 17: Optical communication in CMOS - Bringing new opportunities to an established platform -- Chapter 18: Coherent silicon photonic links -- Index.
520 _aThis book is based on the 18 tutorials presented during the 29th workshop on Advances in Analog Circuit Design. Expert designers present readers with information about a variety of topics at the frontier of analog circuit design, with specific contributions focusing on analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication via wireless, wireline, or optical links. This book serves as a valuable reference to the state-of-the-art, for anyone involved in analog circuit research and development. Provides a state-of-the-art reference in analog circuit design, written by experts from industry and academia; Presents material in a tutorial-based format; Includes coverage of analog circuits for machine learning, current/voltage/temperature sensors, and high-speed communication.
650 0 _aElectronic circuits.
650 0 _aCooperating objects (Computer systems).
650 1 4 _aElectronic Circuits and Systems.
650 2 4 _aCyber-Physical Systems.
650 2 4 _aElectronic Circuits and Systems.
653 0 _aAnalog integrated circuits
700 1 _aHarpe, Pieter.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMakinwa, Kofi A.A.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBaschirotto, Andrea.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
856 4 0 _uhttps://doi.org/10.1007/978-3-030-91741-8
_3Springer eBooks
_zOnline access link to the resource
942 _2lcc
_cEBK