Resistive Devices for Neural Applications

This research area examines the use of resistive switching devices in neural network applications, focusing on design considerations and performance metrics. It explores the integration of these devices in deep learning systems.

Resistive Devices

Neural Networks

Design Considerations

Performance Metrics

Deep Learning

2,889 papers

Parent topic: CMOS and High-Frequency Circuit Design

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Papers Over Time

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Top Papers

Acceleration Of Deep Neural Network Training With Resistive Cross-Point Devices: Design Considerations

2016 · 364 citations

Analysis Of The Parasitic S/D Resistance In Multiple-Gate FETs

2005 · 332 citations

A Very Low-Power CMOS Mixed-Signal IC For Implantable Pacemaker Applications

2004 · 292 citations

An Efficiency-Enhanced CMOS Rectifier With Unbalanced-Biased Comparators For Transcutaneous-Powered High-Current Implants

2009 · 210 citations

2000 · 195 citations

Resonant Tunneling Device With Multiple Negative Differential Resistance: Digital And Signal Processing Applications With Reduced Circuit Complexity

1987 · 135 citations

Training Deep Convolutional Neural Networks With Resistive Cross-Point Devices

2017 · 128 citations

An Ultra Low Power, High Performance Medical Implant Communication System (MICS) Transceiver For Implantable Devices

2006 · 126 citations

IoT Design Space Challenges: Circuits And Systems

2014 · 116 citations

High-speed And Low-Power Operation Of A Resonant Tunneling Logic Gate MOBILE

1998 · 107 citations

A 769 μW Battery-Powered Single-Chip SoC With BLE For Multi-Modal Vital Sign Monitoring Health Patches

2019 · 106 citations

Addressing The Sneak-Path Problem In Crossbar RRAM Devices Using Memristor-Based One Schottky Diode-One Resistor Array

2019 · 95 citations

Cross-Point Resistive RAM Based On Field-Assisted Superlinear Threshold Selector

2015 · 91 citations

An Offset-Tolerant Fast-Random-Read Current-Sampling-Based Sense Amplifier For Small-Cell-Current Nonvolatile Memory

2013 · 87 citations

A 1 V Wireless Transceiver For An Ultra-Low-Power SoC For Biotelemetry Applications

2008 · 76 citations

A 13.56 MHz 40 mW CMOS High-Efficiency Inductive Link Power Supply Utilizing On-Chip Delay-Compensated Voltage Doubler Rectifier And Multiple LDOs For Implantable Medical Devices

2014 · 74 citations

Implantable Multichannel Electrode Array Based On Soi Technology

2003 · 73 citations

Area-efficient CMOS Charge Pumps For LCD Drivers

2003 · 70 citations

A 4-Mb 0.18-/Spl Mu/M 1T1MTJ Toggle MRAM With Balanced Three Input Sensing Scheme And Locally Mirrored Unidirectional Write Drivers

2005 · 68 citations

A Flexible Super-Capacitive Solid-State Power Supply For Miniature Implantable Medical Devices

2013 · 66 citations