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XNOR-SRAM: In-Memory Computing SRAM Macro for Binary/Ternary Deep Neural Networks

IEEE journal of solid-state circuits, 2020-06, Vol.55 (6), p.1733-1743

2020

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Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA

IEEE transactions on very large scale integration (VLSI) systems, 2018-07, Vol.26 (7), p.1354-1367

2018

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High-Throughput In-Memory Computing for Binary Deep Neural Networks With Monolithically Integrated RRAM and 90-nm CMOS

IEEE transactions on electron devices, 2020-10, Vol.67 (10), p.4185-4192

2020

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C3SRAM: An In-Memory-Computing SRAM Macro Based on Robust Capacitive Coupling Computing Mechanism

IEEE journal of solid-state circuits, 2020-07, Vol.55 (7), p.1888-1897

2020

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An Energy-Efficient Deep Convolutional Neural Network Accelerator Featuring Conditional Computing and Low External Memory Access

IEEE journal of solid-state circuits, 2021-03, Vol.56 (3), p.803-813

2021

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A novel dielectric fluid immersion cooling technology for Li-ion battery thermal management

Energy conversion and management, 2021-02, Vol.229, p.113715, Article 113715

2021

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Numerical study on sensitivity analysis of factors influencing liquid cooling with double cold‐plate for lithium‐ion pouch cell

International journal of energy research, 2021-02, Vol.45 (2), p.2533-2559

2021

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Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators

IEEE transactions on computer-aided design of integrated circuits and systems, 2020-02, Vol.39 (2), p.424-437

2020

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An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition

IEEE journal of solid-state circuits, 2020-07, Vol.55 (7), p.1877-1887

2020

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Investigation of Read Disturb and Bipolar Read Scheme on Multilevel RRAM-Based Deep Learning Inference Engine

IEEE transactions on electron devices, 2020-06, Vol.67 (6), p.2318-2323

2020

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Two-step write-verify scheme and impact of the read noise in multilevel RRAM-based inference engine

Semiconductor science and technology, 2020-11, Vol.35 (11), p.115026

2020

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Performance Modeling for CNN Inference Accelerators on FPGA

IEEE transactions on computer-aided design of integrated circuits and systems, 2020-04, Vol.39 (4), p.843-856

2020

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Impact of pelvic radiotherapy on gut microbiota of gynecological cancer patients revealed by massive pyrosequencing

PloS one, 2013-12, Vol.8 (12), p.e82659-e82659

2013

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Investigation on thermal performance of water-cooled Li-ion pouch cell and pack at high discharge rate with U-turn type microchannel cold plate

International journal of heat and mass transfer, 2020-07, Vol.155, p.119728, Article 119728

2020

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Monolithically Integrated RRAM- and CMOS-Based In-Memory Computing Optimizations for Efficient Deep Learning

IEEE MICRO, 2019-11, Vol.39 (6), p.54-63

2019

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Simple and cost-effective method of highly conductive and elastic carbon nanotube/polydimethylsiloxane composite for wearable electronics

Scientific reports, 2018-01, Vol.8 (1), p.1375-11, Article 1375

2018

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Comparison of balance outcomes according to treatment modality of vestibular schwannoma

The Laryngoscope, 2020-01, Vol.130 (1), p.178-189

2020

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Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks

IEEE transactions on circuits and systems. II, Express briefs, 2021-05, Vol.68 (5), p.1576-1580

2021

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Graphene collage on Ni-rich layered oxide cathodes for advanced lithium-ion batteries

Nature communications, 2021-04, Vol.12 (1), p.2145-2145, Article 2145

2021

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XNOR-RRAM: A scalable and parallel resistive synaptic architecture for binary neural networks

2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, p.1423-1428

2018

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Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

Frontiers in neuroscience, 2018-12, Vol.12, p.891-891

2018

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Latifolin Inhibits Oxidative Stress-Induced Senescence via Upregulation of SIRT1 in Human Dermal Fibroblasts

Biological and Pharmaceutical Bulletin, 2020/07/01, Vol.43(7), pp.1104-1110

2020

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Triple-Mode, Hybrid-Storage, Energy Harvesting Power Management Unit: Achieving High Efficiency Against Harvesting and Load Power Variabilities

IEEE journal of solid-state circuits, 2017-10, Vol.52 (10), p.2550-2562

2017

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Array-Level Programming of 3-Bit per Cell Resistive Memory and Its Application for Deep Neural Network Inference

IEEE transactions on electron devices, 2020-11, Vol.67 (11), p.4621-4625

2020

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Grey relational based Taguchi analysis on thermal and electrical performances of thermoelectric generator system with inclined fins hot heat exchanger

Applied thermal engineering, 2021-02, Vol.184, p.116279, Article 116279

2021

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XNOR-SRAM: In-Memory Computing SRAM Macro for Binary/Ternary Deep Neural Networks

Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA

High-Throughput In-Memory Computing for Binary Deep Neural Networks With Monolithically Integrated RRAM and 90-nm CMOS

C3SRAM: An In-Memory-Computing SRAM Macro Based on Robust Capacitive Coupling Computing Mechanism

An Energy-Efficient Deep Convolutional Neural Network Accelerator Featuring Conditional Computing and Low External Memory Access

A novel dielectric fluid immersion cooling technology for Li-ion battery thermal management

Numerical study on sensitivity analysis of factors influencing liquid cooling with double cold‐plate for lithium‐ion pouch cell

Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators

An 8.93 TOPS/W LSTM Recurrent Neural Network Accelerator Featuring Hierarchical Coarse-Grain Sparsity for On-Device Speech Recognition

Investigation of Read Disturb and Bipolar Read Scheme on Multilevel RRAM-Based Deep Learning Inference Engine

Two-step write-verify scheme and impact of the read noise in multilevel RRAM-based inference engine

Performance Modeling for CNN Inference Accelerators on FPGA

Impact of pelvic radiotherapy on gut microbiota of gynecological cancer patients revealed by massive pyrosequencing

Investigation on thermal performance of water-cooled Li-ion pouch cell and pack at high discharge rate with U-turn type microchannel cold plate

Monolithically Integrated RRAM- and CMOS-Based In-Memory Computing Optimizations for Efficient Deep Learning

Simple and cost-effective method of highly conductive and elastic carbon nanotube/polydimethylsiloxane composite for wearable electronics

Comparison of balance outcomes according to treatment modality of vestibular schwannoma

Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks

Graphene collage on Ni-rich layered oxide cathodes for advanced lithium-ion batteries

XNOR-RRAM: A scalable and parallel resistive synaptic architecture for binary neural networks

Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain

Latifolin Inhibits Oxidative Stress-Induced Senescence via Upregulation of SIRT1 in Human Dermal Fibroblasts

Triple-Mode, Hybrid-Storage, Energy Harvesting Power Management Unit: Achieving High Efficiency Against Harvesting and Load Power Variabilities

Array-Level Programming of 3-Bit per Cell Resistive Memory and Its Application for Deep Neural Network Inference

Grey relational based Taguchi analysis on thermal and electrical performances of thermoelectric generator system with inclined fins hot heat exchanger

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