PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning

Linghao Song, Xuehai Qian, Hai Li, +1

Convolutional Neural NetworkEngineeringMachine LearningDeep PipelineHardware Acceleration +10

A Survey of Accelerator Architectures for Deep Neural Networks

Yiran Chen, Yuan Xie, Linghao Song, +2

Engineering

GraphR: Accelerating Graph Processing Using ReRAM

Linghao Song, Youwei Zhuo, Xuehai Qian, +2

Cluster ComputingEngineeringGraph TheoryGraph AlgorithmsData Science +13

DPatch: An Adversarial Patch Attack on Object Detectors

Xin Liu, Huanrui Yang, Ziwei Liu, +3

arXiv (Cornell University)

Modern Detector ArchitecturesBounding Box RegressionConvolutional Neural NetworkMachine VisionMachine Learning +11

A spiking neuromorphic design with resistive crossbar

Chenchen Liu, Bonan Yan, Chaofei Yang, +7

Electrical EngineeringEngineeringSpiking Neuromorphic DesignComputational NeuroscienceNeuromorphic Systems +13

HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array

Linghao Song, Jiachen Mao, Youwei Zhuo, +3

MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs

Jiachen Mao, Zhongda Yang, Wei Wen, +6

2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Convolutional Neural NetworkDistributed Intelligent SystemEngineeringMachine LearningDistributed Ai System +19

Atomlayer

Ximing Qiao, Xiong Cao, Huanrui Yang, +2

EngineeringMachine LearningPipeline DesignHardware AccelerationHigh-performance Architecture +8

Sextans: A Streaming Accelerator for General-Purpose Sparse-Matrix Dense-Matrix Multiplication

Linghao Song, Yuze Chi, Atefeh Sohrabizadeh, +3

Massively-parallel ComputingComputational ScienceArray ComputingEngineeringHardware Acceleration +11

ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks

Fan Chen, Linghao Song, Yiran Chen

2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC)

Spatial ParallelismEngineeringMachine LearningHardware AccelerationGenerative Adversarial Network +13