Yi-ran Chen

Yi-ran Chen's AcademicInfluence.com Rankings

Yi-ran Chen

Computer Science

#8264

World Rank

#8689

Historical Rank

Algorithms

#325

World Rank

#329

Historical Rank

Machine Learning

#3337

World Rank

#3377

Historical Rank

Artificial Intelligence

#3638

World Rank

#3690

Historical Rank

computer-science Degrees

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Computer Science

Yi-ran Chen's Degrees

PhD Computer Science Stanford University
Masters Computer Science Stanford University

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Yi-ran Chen's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Learning Structured Sparsity in Deep Neural Networks (2016) (1871)
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning (2017) (769)
PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning (2017) (508)
A novel architecture of the 3D stacked MRAM L2 cache for CMPs (2009) (445)
Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement (2008) (335)
Memristor Crossbar-Based Neuromorphic Computing System: A Case Study (2014) (289)
Emerging non-volatile memories: Opportunities and challenges (2011) (189)
GraphR: Accelerating Graph Processing Using ReRAM (2017) (178)
MoDNN: Local distributed mobile computing system for Deep Neural Network (2017) (165)
DPATCH: An Adversarial Patch Attack on Object Detectors (2018) (160)
Faster CNNs with Direct Sparse Convolutions and Guided Pruning (2016) (157)
Generative Poisoning Attack Method Against Neural Networks (2017) (155)
Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar (2017) (149)
How is energy consumed in smartphone display applications? (2013) (140)
A Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement (2010) (140)
Vortex: Variation-aware training for memristor X-bar (2015) (138)
eButton: A wearable computer for health monitoring and personal assistance (2014) (138)
RENO: A high-efficient reconfigurable neuromorphic computing accelerator design (2015) (136)
A Survey of Accelerator Architectures for Deep Neural Networks (2020) (135)
Learning Intrinsic Sparse Structures within Long Short-term Memory (2017) (130)
Neural Predictor for Neural Architecture Search (2019) (125)
Coordinating Filters for Faster Deep Neural Networks (2017) (120)
A spiking neuromorphic design with resistive crossbar (2015) (114)
Feature Space Perturbations Yield More Transferable Adversarial Examples (2019) (114)
Deterministic clock gating for microprocessor power reduction (2003) (112)
Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems (2014) (110)
RRAM-Based Analog Approximate Computing (2015) (93)
STT-RAM cell design optimization for persistent and non-persistent error rate reduction: A statistical design view (2011) (91)
Multi-level cell STT-RAM: Is it realistic or just a dream? (2012) (90)
Design Margin Exploration of Spin-Transfer Torque RAM (STT-RAM) in Scaled Technologies (2010) (86)
Geometry variations analysis of TiO2 thin-film and spintronic memristors (2011) (83)
Training itself: Mixed-signal training acceleration for memristor-based neural network (2014) (83)
Memristor-based approximated computation (2013) (83)
Asymmetry of MTJ switching and its implication to STT-RAM designs (2012) (83)
An overview of non-volatile memory technology and the implication for tools and architectures (2009) (77)
Compact Model of Subvolume MTJ and Its Design Application at Nanoscale Technology Nodes (2015) (75)
Exploration of GPGPU register file architecture using domain-wall-shift-write based racetrack memory (2014) (75)
DCG: deterministic clock-gating for low-power microprocessor design (2004) (72)
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array (2019) (70)
Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine (2013) (69)
A 130 nm 1.2 V/3.3 V 16 Kb Spin-Transfer Torque Random Access Memory With Nondestructive Self-Reference Sensing Scheme (2012) (69)
Access scheme of Multi-Level Cell Spin-Transfer Torque Random Access Memory and its optimization (2010) (68)
Compact modeling and corner analysis of spintronic memristor (2009) (67)
A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks (2017) (64)
Spintronic Memristor Temperature Sensor (2010) (63)
A nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM) (2010) (63)
Processor caches built using multi-level spin-transfer torque RAM cells (2011) (63)
Memristor crossbar based hardware realization of BSB recall function (2012) (60)
Variable-Latency Adder (VL-Adder) Designs for Low Power and NBTI Tolerance (2010) (60)
Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices (2012) (56)
BSB training scheme implementation on memristor-based circuit (2013) (56)
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs (2020) (55)
On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations (2013) (54)
AOS: Adaptive overwrite scheme for energy-efficient MLC STT-RAM cache (2016) (53)
Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability (2020) (52)
Transferable Perturbations of Deep Feature Distributions (2020) (50)
A software approach for combating asymmetries of non-volatile memories (2012) (49)
ReCom: An efficient resistive accelerator for compressed deep neural networks (2018) (49)
Utilizing PCM for Energy Optimization in Embedded Systems (2012) (49)
Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators (2016) (47)
ICE: Inline calibration for memristor crossbar-based computing engine (2014) (46)
ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks (2018) (46)
CD-ECC: Content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors (2013) (46)
Spin Torque Random Access Memory Down to 22 nm Technology (2008) (45)
An EDA framework for large scale hybrid neuromorphic computing systems (2015) (44)
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation (2017) (42)
STT-RAM Cell Optimization Considering MTJ and CMOS Variations (2011) (42)
The Prospect of STT-RAM Scaling From Readability Perspective (2012) (41)
TRP: Trained Rank Pruning for Efficient Deep Neural Networks (2020) (41)
Design Margin Exploration of Spin-Torque Transfer RAM (SPRAM) (2008) (41)
State-restrict MLC STT-RAM designs for high-reliable high-performance memory system (2014) (40)
Fork Path: Improving efficiency of ORAM by removing redundant memory accesses (2015) (39)
Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems (2018) (37)
Resistive Memory‐Based In‐Memory Computing: From Device and Large‐Scale Integration System Perspectives (2019) (37)
PS3-RAM: A fast portable and scalable statistical STT-RAM reliability analysis method (2012) (37)
Performance, Power, and Reliability Tradeoffs of STT-RAM Cell Subject to Architecture-Level Requirement (2011) (36)
Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer (2013) (35)
Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache (2017) (35)
Read Performance: The Newest Barrier in Scaled STT-RAM (2015) (35)
A thermal and process variation aware MTJ switching model and its applications in soft error analysis (2012) (35)
Fine-grained dynamic voltage scaling on OLED display (2012) (34)
Holistic SparseCNN: Forging the Trident of Accuracy, Speed, and Size (2016) (34)
RRAM-based Spiking Nonvolatile Computing-In-Memory Processing Engine with Precision-Configurable In Situ Nonlinear Activation (2019) (33)
The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design (2014) (33)
Energy efficient neural networks for big data analytics (2014) (33)
Voltage Driven Nondestructive Self-Reference Sensing Scheme of Spin-Transfer Torque Memory (2012) (33)
SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning (2018) (32)
Tolerating process variations in large, set-associative caches: The buddy cache (2009) (31)
Radiation-Induced Soft Error Analysis of STT-MRAM: A Device to Circuit Approach (2016) (30)
Nonvolatile Memory Design: Magnetic, Resistive, and Phase Change (2011) (30)
A closed-loop design to enhance weight stability of memristor based neural network chips (2017) (29)
Spiking neural network with RRAM: Can we use it for real-world application? (2015) (29)
Compiler-assisted refresh minimization for volatile STT-RAM cache (2013) (28)
BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (2021) (28)
The salvage cache: A fault-tolerant cache architecture for next-generation memory technologies (2009) (28)
Statistical memristor modeling and case study in neuromorphic computing (2012) (28)
DPA: A data pattern aware error prevention technique for NAND flash lifetime extension (2014) (27)
FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions (2014) (27)
Trained Rank Pruning for Efficient Deep Neural Networks (2018) (27)
Coordinating prefetching and STT-RAM based last-level cache management for multicore systems (2013) (27)
ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM (2019) (27)
AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators (2020) (27)
Adversarial Attacks for Optical Flow-Based Action Recognition Classifiers (2018) (27)
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system (2017) (26)
Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing (2017) (26)
Improving energy efficiency of write-asymmetric memories by log style write (2012) (25)
Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling (2014) (25)
A Novel Self-Reference Technique for STT-RAM Read and Write Reliability Enhancement (2014) (25)
Processor caches with multi-level spin-transfer torque ram cells (2011) (25)
Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view (2018) (25)
ADAMS: Asymmetric differential STT-RAM cell structure for reliable and high-performance applications (2013) (24)
Variation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement (2010) (24)
A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip (2016) (24)
Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units (2015) (23)
Giant spin hall effect (GSHE) logic design for low power application (2015) (23)
FlexLevel: A novel NAND flash storage system design for LDPC latency reduction (2015) (23)
ReRAM-based accelerator for deep learning (2018) (23)
Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation (2018) (22)
A heterogeneous computing system with memristor-based neuromorphic accelerators (2014) (22)
Demystifying energy usage in smartphones (2014) (21)
DaTuM: Dynamic tone mapping technique for OLED display power saving based on video classification (2015) (21)
An efficient STT-RAM-based register file in GPU architectures (2015) (21)
LONG SHORT-TERM MEMORY (2018) (21)
3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems (2014) (21)
An FPGA Design Framework for CNN Sparsification and Acceleration (2017) (21)
Low-energy volatile STT-RAM cache design using cache-coherence-enabled adaptive refresh (2013) (21)
Current Switching in MgO-Based Magnetic Tunneling Junctions (2011) (21)
Recent Technology Advances of Emerging Memories (2017) (20)
Area and performance co-optimization for domain wall memory in application-specific embedded systems (2015) (19)
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification (2020) (19)
Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces (2020) (19)
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective (2021) (19)
MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks (2017) (18)
Challenges of memristor based neuromorphic computing system (2018) (18)
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration (2020) (18)
Online OLED dynamic voltage scaling for video streaming applications on mobile devices (2013) (18)
Cache coherence enabled adaptive refresh for volatile STT-RAM (2013) (18)
Towards Decentralized Deep Learning with Differential Privacy (2019) (18)
LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning (2018) (17)
STT-RAM CELL DESIGN CONSIDERING MTJ ASYMMETRIC SWITCHING (2012) (17)
Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective (2017) (17)
C1C: A configurable, compiler-guided STT-RAM L1 cache (2013) (16)
A 1.0V 45nm nonvolatile magnetic latch design and its robustness analysis (2011) (16)
Security of neuromorphic computing: Thwarting learning attacks using memristor's obsolescence effect (2016) (16)
Hardware implementation of echo state networks using memristor double crossbar arrays (2017) (16)
Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks (2020) (16)
Architecting a common-source-line array for bipolar non-volatile memory devices (2012) (16)
Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array (2018) (16)
A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems (2016) (16)
Combined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM (2010) (16)
Snooping Attacks on Deep Reinforcement Learning (2019) (15)
VOSCH: Voltage scaled cache hierarchies (2007) (15)
Running sparse and low-precision neural network: When algorithm meets hardware (2018) (15)
A neuromorphic ASIC design using one-selector-one-memristor crossbar (2016) (15)
A 1.041-Mb/mm2 27.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded Applications (2022) (15)
Considering fabrication in sustainable computing (2013) (15)
ApesNet: a pixel-wise efficient segmentation network for embedded devices (2016) (15)
PS3-RAM: A Fast Portable and Scalable Statistical STT-RAM Reliability/Energy Analysis Method (2014) (15)
AdaLearner: An adaptive distributed mobile learning system for neural networks (2017) (14)
A design to reduce write amplification in object-based NAND flash devices (2016) (14)
NVSim-VXs: An improved NVSim for variation aware STT-RAM simulation (2016) (14)
Evasion Attacks to Graph Neural Networks via Influence Function (2020) (14)
TPrune: Efficient Transformer Pruning for Mobile Devices (2021) (14)
Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays (2017) (14)
A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting (2017) (14)
Spintronics based stochastic computing for efficient Bayesian inference system (2017) (14)
Spintronic memristor based temperature sensor design with CMOS current reference (2012) (14)
MORPh: Mobile OLED-friendly recording and playback system for low power video streaming (2016) (14)
An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory (2017) (14)
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning (2021) (14)
NV-TCAM: Alternative interests and practices in NVM designs (2014) (14)
FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency (2017) (14)
DPatch: Attacking Object Detectors with Adversarial Patches (2018) (13)
SBAC: A statistics based cache bypassing method for asymmetric-access caches (2014) (13)
FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning (2021) (13)
Spin Transfer Torque Memory With Thermal Assist Mechanism: A Case Study (2010) (13)
Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache (2016) (13)
A new field-assisted access scheme of STT-RAM with self-reference capability (2014) (13)
RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases (2018) (13)
Differentiable Fine-grained Quantization for Deep Neural Network Compression (2018) (12)
DA-RAID-5: A disturb aware data protection technique for NAND flash storage systems (2013) (12)
MobiEye: An Efficient Cloud-based Video Detection System for Real-Time Mobile Applications (2019) (12)
Fine-grained Out-of-Distribution Detection with Mixup Outlier Exposure (2021) (12)
Emerging non-volatile memory technologies: From materials, to device, circuit, and architecture (2010) (12)
RED: A ReRAM-based Deconvolution Accelerator (2019) (12)
PCMO Device With High Switching Stability (2010) (12)
Compiler-Assisted Refresh Minimization for Volatile STT-RAM Cache (2015) (12)
Prefetching techniques for STT-RAM based last-level cache in CMP systems (2014) (11)
User Classification and Authentication for Mobile Device Based on Gesture Recognition (2014) (11)
Security of neuromorphic systems: Challenges and solutions (2016) (11)
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures (2019) (11)
PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM (2020) (11)
Process variation aware data management for magnetic skyrmions racetrack memory (2018) (11)
STD-TLB: A STT-RAM-based dynamically-configurable translation lookaside buffer for GPU architectures (2014) (10)
Statistical Cache Bypassing for Non-Volatile Memory (2016) (10)
Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing (2016) (10)
Advanced Techniques for Robust SAR ATR: Mitigating Noise and Phase Errors (2020) (10)
NASGEM: Neural Architecture Search via Graph Embedding Method (2020) (10)
The applications of NVM technology in hardware security (2016) (10)
NeuralHMC: an efficient HMC-based accelerator for deep neural networks (2019) (10)
Bio-inspired computing with resistive memories — models, architectures and applications (2014) (10)
ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell (2019) (9)
3D-ICML: A 3D bipolar ReRAM design with interleaved complementary memory layers (2011) (9)
Understanding the trade-offs of device, circuit and application in ReRAM-based neuromorphic computing systems (2017) (9)
Heterogeneous systems with reconfigurable neuromorphic computing accelerators (2016) (9)
A novel PUF based on cell error rate distribution of STT-RAM (2016) (9)
A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations (2016) (9)
VWS: A versatile warp scheduler for exploring diverse cache localities of GPGPU applications (2015) (9)
MSNet: Structural Wired Neural Architecture Search for Internet of Things (2019) (9)
Improving Gradient Regularization using Complex-Valued Neural Networks (2021) (8)
ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition (2021) (8)
Data-Pattern-Aware Error Prevention Technique to Improve System Reliability (2017) (8)
PENNI: Pruned Kernel Sharing for Efficient CNN Inference (2020) (8)
Loadsa: A yield-driven top-down design method for STT-RAM array (2013) (8)
Cloning your mind: Security challenges in cognitive system designs and their solutions (2015) (8)
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition (2020) (8)
Stacking magnetic random access memory atop microprocessors: an architecture-level evaluation (2011) (8)
ApesNet: a pixel-wise efficient segmentation network (2016) (8)
Exploiting Multiple Write Modes of Nonvolatile Main Memory in Embedded Systems (2017) (8)
Modeling STT-RAM fabrication cost and impacts in NVSim (2016) (8)
TEMP: Thread batch enabled memory partitioning for GPU (2016) (8)
EDA Challenges for Memristor-Crossbar based Neuromorphic Computing (2015) (7)
Spin-hall assisted STT-RAM design and discussion (2015) (7)
Practical power consumption analysis with current smartphones (2016) (7)
Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System (2018) (7)
Nonvolatile Memories as the Data Storage System for Implantable ECG Recorder (2012) (7)
MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block (2020) (7)
An adjustable memristor model and its application in small-world neural networks (2014) (7)
Scope - quality retaining display rendering workload scaling based on user-smartphone distance (2016) (7)
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss (2016) (7)
Low-power neuromorphic speech recognition engine with coarse-grain sparsity (2017) (7)
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning (2018) (6)
A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel (2016) (6)
The application of spintronic devices in magnetic bio-sensing (2010) (6)
Common-source-line array (2013) (6)
Objnandsim: object-based NAND flash device simulator (2016) (6)
Probabilistic design in spintronic memory and logic circuit (2012) (6)
Spintronic devices: From memory to memristor (2010) (6)
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs (2020) (6)
Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System (2020) (6)
Improving Out-of-Distribution Detection by Learning From the Deployment Environment (2022) (6)
The applications of memristor devices in next-generation cortical processor designs (2015) (6)
Shift-Optimized Energy-Efficient Racetrack-Based Main Memory (2017) (6)
Reduction of data prevention cost and improvement of reliability in MLC NAND flash storage system (2014) (5)
Reshaping Future Computing Systems With Emerging Nonvolatile Memory Technologies (2019) (5)
ReBoc: Accelerating Block-Circulant Neural Networks in ReRAM (2020) (5)
Persistent and Nonpersistent Error Optimization for STT-RAM Cell Design (2017) (5)
A new self-reference sensing scheme for TLC MRAM (2015) (5)
RAM and TCAM designs by using STT-MRAM (2016) (5)
Thermal-Assisted Spin Transfer Torque Memory (STT-RAM) Cell Design Exploration (2009) (5)
Giant Spin-Hall assisted STT-RAM and logic design (2017) (5)
SlowMo - enhancing mobile gesture-based authentication schemes via sampling rate optimization (2016) (5)
TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations (2018) (5)
Hardware Fault Tolerance for Binary RRAM Crossbars (2019) (5)
Footfall - GPS polling scheduler for power saving on wearable devices (2016) (5)
Neural processor design enabled by memristor technology (2016) (5)
Nonpersistent Errors Optimization in Spin-MOS Logic and Storage Circuitry (2011) (4)
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices (2018) (4)
On Designing Efficient and Reliable Nonvolatile Memory-Based Computing-In-Memory Accelerators (2019) (4)
AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture (2019) (4)
Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation (2021) (4)
Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions (2018) (4)
NV-TCAM: Alternative designs with NVM devices (2018) (4)
SPN Dash - Fast Detection of Adversarial Attacks on Mobile via Sensor Pattern Noise Fingerprinting (2018) (4)
Design techniques of eNVM-enabled neuromorphic computing systems (2016) (4)
Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer (2017) (4)
Mobile user classification and authorization based on gesture usage recognition (2013) (4)
MLC STT-RAM design considering probabilistic and asymmetric MTJ switching (2013) (4)
Thermal optimization for memristor-based hybrid neuromorphic computing systems (2016) (4)
Learning Efficient Sparse Structures in Speech Recognition (2019) (4)
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments (2021) (4)
Spintronic Memristor as Interface Between DNA and Solid State Devices (2016) (3)
Bio-inspired ultra lower-power neuromorphic computing engine for embedded systems (2013) (3)
Spintronic Memristor: Compact Model and Statistical Analysis (2011) (3)
Adaptive refreshing and read voltage control scheme for FeDRAM (2016) (3)
Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays (2012) (3)
Neuromorphic Hardware Acceleration Enabled by Emerging Technologies (2017) (3)
Exploring Applications of STT-RAM in GPU Architectures (2021) (3)
Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving (2019) (3)
Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D (2021) (3)
Built-in selectors self-assembled into memristors (2016) (2)
Guest Editors' Introduction: Critical and Enabling Techniques for Emerging Memories (2017) (2)
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-Quality Data for Training (2019) (2)
Neuromorphic computing: A SoC scaling path for the next decades (2012) (2)
Design and Data Management for Magnetic Racetrack Memory (2018) (2)
Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ (2016) (2)
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud (2022) (2)
Exploration of Automatic Mixed-Precision Search for Deep Neural Networks (2019) (2)
Cascading structured pruning: enabling high data reuse for sparse DNN accelerators (2022) (2)
Structural sparsification for Far-field Speaker Recognition with GNA (2019) (2)
Emerging sensing techniques for emerging memories (2011) (2)
Mobile devices user — The subscriber and also the publisher of real-time OLED display power management plan (2012) (2)
Spiking-based matrix computation by leveraging memristor crossbar array (2015) (2)
An Energy-Efficient 3D Stacked STT-RAM Cache Architecture for CMPs (2014) (2)
Vortex (2015) (2)
Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse (2019) (1)
Reliability-aware energy minimization for real-time embedded systems with window-constraints (2013) (1)
ScaleNAS: Multi-Path One-Shot NAS for Scale-Aware High-Resolution Representation (2022) (1)
TPrune (2021) (1)
Dictionary learning for sparse representation and classification of neural spikes (2016) (1)
In-place Logic Obfuscation for Emerging Nonvolatile FPGAs (2017) (1)
Applications of TMR devices in solid state circuits and systems (2010) (1)
Neuromorphic Computing Systems with Emerging Nonvolatile Memories: A Circuits and Systems Perspective (2020) (1)
SMALE: Enhancing Scalability of Machine Learning Algorithms on Extreme Scale Computing Platforms (2022) (1)
Multi-bit soft error tolerable L1 data cache based on characteristic of data value (2015) (1)
ZARA (2019) (1)
MobiEye (2019) (1)
Self-Trained Proposal Networks for the Open World (2022) (1)
Integral Pruning on Activations and Weights for Efficient Neural Networks (2018) (1)
AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems (2019) (1)
Low-Cost Floating-Point Processing in ReRAM for Scientific Computing (2020) (1)
Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap? (2021) (1)
Morphed Learning: Towards Privacy-Preserving for Deep Learning Based Applications (2018) (1)
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction (2022) (1)
Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting (2019) (1)
Structural Sparsification for Far-Field Speaker Recognition with Intel® Gna (2019) (1)
On Provable Backdoor Defense in Collaborative Learning (2021) (1)
C1C (2013) (1)
Asymmetry in STT-RAM Cell Operations (2014) (1)
Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G (2021) (1)
FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System (2021) (1)
MRAC: A Memristor-based Reconfigurable Framework for Adaptive Cache Replacement (2011) (1)
Combating Write Penalties Using Software Dispatch for On-Chip MRAM Integration (2012) (1)
How to Obtain and Run Light and Efficient Deep Learning Networks (2019) (1)
Privacy Leakage of Adversarial Training Models in Federated Learning Systems (2022) (1)
NAND flash service lifetime estimate with recovery effect and retention time relaxation (2014) (1)
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems (2022) (0)
Session details: CAD for low power and reliability (2014) (0)
Recent progresses of STT memory design and applications (2015) (0)
Hardware acceleration for neuromorphic computing: An evolving view (2015) (0)
Supplementary Material: Neural Predictor for Neural Architecture Search (2020) (0)
2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2015, Verona, NY, USA, May 26-28, 2015 (2015) (0)
Nanoscale Memory Architectures for Neuromorphic Computing (2017) (0)
Security challenges in smart surveillance systems and the solutions based on emerging nano-devices (2016) (0)
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices (2022) (0)
MORPh: mobile OLED power friendly camera system (2016) (0)
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks (2020) (0)
CPU-GPU System Designs for High Performance Cloud Computing (2014) (0)
IP1 Interactive Presentations (2019) (0)
DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs (2023) (0)
Scalability of PCMO-based resistive switch device in DSM technologies (2010) (0)
A compact model for selectors based on metal doped electrolyte (2018) (0)
Low-Cost Floating-Point Processing in ReRAM (0)
Guest Editorial for Special Issue on Emerging Memory Technologies - Modeling, Design, and Applications for Multi-Scale Computing (2015) (0)
Session details: Optimizing computation and communication in mobile systems (2014) (0)
Challenges of memristor based neuromorphic computing system (2018) (0)
Towards Efficient and Secure Delivery of Data for Training and Inference with Privacy-Preserving. (2018) (0)
Session details: Software and system power optimization (2007) (0)
Designing Neuromorphic Computing Systems with Memristor Devices (2019) (0)
RAISE: A Resistive Accelerator for Subject-Independent EEG Signal Classification (2021) (0)
Special session on reliability and vulnerability of neuromorphic computing systems (2018) (0)
Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack (2018) (0)
Neuromorphic Computing Systems: From CMOS To Emerging Nonvolatile Memory (2019) (0)
5 Hot Topic-Spintronics based Computing (2017) (0)
Session details: Emerging nonvolatile memory and memristors (2011) (0)
A Statistical STT-RAM Design View and Robust Designs at Scaled Technologies (2017) (0)
Session details: Yin and yang of memories: the power-performance trade-off (2012) (0)
ReTransformer (2020) (0)
Neuromorphic hardware acceleration enabled by emerging technologies (Invited paper) (2014) (0)
Statistical Reliability/Energy Characterization in STT-RAM Cell Designs (2015) (0)
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification (2022) (0)
MobiLatice (2020) (0)
STT-RAM reliability enhancement through ECC and access scheme optimization (2014) (0)
Parallelism in Deep Learning Accelerators (2020) (0)
The Future of Nonvolatile Memory (2017) (0)
SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection (2023) (0)
Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation (2020) (0)
The Untapped Potential of Off-the-Shelf Convolutional Neural Networks (2021) (0)
Design for a Manufacturing Method for Memristor-Based Neuromorphic Computing Processors (2013) (0)
Session details: Special Session: Emerging Computing Paradigm for Error-Tolerant Applications: Approximate Computing and Stochastic Computing (2015) (0)
More Generalized and Personalized Unsupervised Representation Learning In A Distributed System (2022) (0)
Session details: Implementation of Deep Neural Networks and Its Applications (2016) (0)
Session details: Emerging Technologies (2015) (0)
Spin-Transfer Torque RAM (2017) (0)
Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-Grained Settings (2021) (0)
Session details: Energy Optimization for Emerging Applications (2016) (0)
DefT: Boosting Scalability of Deformable Convolution Operations on GPUs (2023) (0)
The Prospect of STT-RAM Scaling (2017) (0)
8.5 Hot Topic-Spintronics based Computing (2020) (0)

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