DAC 2018 - Tagged with Event Type>Research Reviewed

Research Reviewed

10.1 - Ensemble Learning for Effective Run-Time Hardware-Based Malware Detection: A Comprehensive Analysis and Classification

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

10.2 - DeepSecure: Scalable Provably-Secure Deep Learning

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

10.3 - DWE: Decrypting Learning with Errors with Errors

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

10.4 - Reverse Engineering Convolutional Neural Networks Through Side-channel Information Leaks

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

11.1 - OFTL: Ordering-Aware FTL for Maximizing Performance of the Journaling File System

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

11.2 - LAWN: Boosting the Performance of NVMM File System through Reducing Write Amplification

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

11.3 - FastGC: Accelerate Garbage Collection via an Efficient Copyback-Based Data Migration in SSDs

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

11.4 - Dynamic Management of Key States for Reinforcement Learning-Assisted Garbage Collection to Reduce Long Tail Latency in SSD

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

12.1 - WB-Trees: A Topological Representation for FinFET-Based Analog Layout Designs

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

12.2 - Analog Placement with Current Flow and Symmetry Constraints using PCP-SP

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

12.3 - Multi-Objective Bayesian Optimization for Analog/RF Circuit Synthesis

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

12.4 - Calibrating Process Variation at System Level with In-Situ Low-Precision Transfer Learning for Analog Neural Network Processors

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

14.1 - DPS: Dynamic Precision Scaling for Stochastic Computing-Based Deep Neural Networks

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

14.2 - DyHard-DNN: Even More DNN Acceleration With Dynamic Hardware Reconfiguration

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

14.3 - Exploring the Programmability for Deep Learning Processors: from Architecture to Tensorization

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

14.4 - LCP: Layer Clusters Paralleling Mapping Mechanism for Accelerating Inception and Residual Networks on FPGA

10:30 AM–12:00 PM Jun 26, 2018

Research Reviewed

19.1 - Ares: A Framework for Quantifying the Resilience of Deep Neural Networks

1:30 PM–3:00 PM Jun 26, 2018

Research Reviewed

19.2 - DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework

1:30 PM–3:00 PM Jun 26, 2018

Research Reviewed

19.3 - ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Learning Accelerators

1:30 PM–3:00 PM Jun 26, 2018

Research Reviewed

19.4 - Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks

1:30 PM–3:00 PM Jun 26, 2018