Final Program
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10:00 am – 10:05 am (ET) |
Welcome by General and Program Co-Chairs |
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10:05 am – 10:50 am (ET) |
Keynote Talk 1 |
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10:50 am – 11:30 am (ET) |
Session 1A: Low-Power Neural Networks |
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11:30 am – 12:10 pm (ET) |
Session 1B: Optimizations for Edge, IoT and Wearables devices |
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12:10 pm – 12:40 pm (ET) |
Session 1C: Low Power challenges in Emerging Technologies: 3D and Optical |
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12:40 pm – 01:15 pm (ET) |
Design contest |
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10:05 am – 10:50 am (ET): Keynote Talk 1
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10:50 am – 11:00 am (ET) |
HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights
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11:00 am – 11:10 am (ET) |
Co-optimizing accuracy, latency and energy of SNNs for neuromorphic vision sensors
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11:10 am – 11:20 am (ET) |
DIAN: Differentiable Accelerator-Network Co-Search Towards Maximal DNN Efficiency
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11:20 am – 11:30 am (ET) |
UNO: Virtualizing and Unifying Nonlinear Operations for Emerging Neural Networks Authors
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11:30 am – 11:40 am (ET) |
DOSAGE: Generating Domain-Specific Accelerators for Resource-Constrained Computing
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11:40 am – 11:50 am (ET) |
Online Solar Energy Prediction for Energy-Harvesting Internet of Things Devices
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11:50 am – 12:00 pm (ET) |
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices
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12:00 pm – 12:10 pm (ET) |
An Instruction-Level Power and Energy Model for the Rocket Chip Generator
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12:10 pm – 12:20 pm (ET) |
Power, Performance, Area and Cost Analysis of Memory-on-Logic Face-to-Face Bonded 3D Processor Designs (Best Paper Candidate)
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12:20 pm – 12:30 pm (ET) |
Power Delivery and Thermal-Aware Arm-Based Multi-Tier 3D Architecture
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12:30 pm – 12:40 pm (ET) |
Pho$: A Case for Shared Optical Cache Hierarchies (Best Paper Candidate)
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12:40 pm – 01:15 pm (ET)
: Design Contest
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1 |
Experimental Demonstration of STT-MRAM based Nonvolatile Instantly On/Off Systems for Low Power IoT Applications Yueting Li, Wang Kang, Kunyu Zhou, Keni Qiu, Geifei Wang, Weisheng Zhao |
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2 |
A Low-Power Neural Network Training Processor with 8-bit Floating Point with a Shared Exponent Bias and Fused-Multiply Add Trees (Best Design Contest Award!) Jeongwoo Park, Sunwoo Lee, Dongsuk Jeon |
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WiChronos: Energy-Efficient Modulation for Long-Range,Large-Scale Wireless Networks Yaman Sangar, Bhuvana Krishnaswamy |
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Low-Power Convolutional Neural Network Accelerator on Embedded FPGA: A Hardware-Software Co-Design Approach Yunqian Fan, Jinyu Bai, Jinghan Xu, Chenguang Liu, Haoyi Zhang, Wang Kang |
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10:00 am – 10:45 am (ET) |
Keynote Talk 2 |
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10:45 am – 11:15 am (ET) |
Session 2A: Optimizations for SRAMs and SSDs
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11:15 am – 12:00 pm (ET) |
ISLPED 25th anniversary panel |
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12:00 pm – 12:30 pm (ET) |
Poster session |
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12:30 pm – 1:00 pm (ET) |
Session 2B: Energy-Efficient Emerging Memory Technologies |
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10:00 am – 10:45 am (ET): Keynote talk 2
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10:45 am – 10:55 am (ET) |
SpartanSSD: a Reliable SSD under Capacitance Constraints
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10:55 am – 11:05 am (ET) |
RVO: Unleashing SSD’s Parallelism by Harnessing the Unused Power (Best Paper Candidate)
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11:05 am – 11:15 am (ET) |
SRAM Gauge: SRAM Health Monitoring via Cells Race
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11:15 am – 12:00 pm (ET): ISLPED 25th Anniversary Panel |
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12:00 pm – 12:45 pm (ET): Poster Session Session Chair: Helen Li, Duke University and Charles Augustine, Intel Corporation |
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Efficacy of Pruning in Ultra-Low Precision DNNs Sanchari Sen, Swagath Venkataramani and Anand Raghunathan |
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ACME: An Energy-Efficient Approximate Bus Encoding for I2C Chen Xie, Daniele Jahier Pagliari, Andrea Calimera, Enrico Macii and Massimo Poncino |
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55nm CMOS Analog Circuit Implementation of LIF and STDP Functions for Low-Power SNNs Zhitao Yang, Jianghan Zhu, Yucong Huang and Terry Ye |
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How Much Energy Can We Harvest Daily for Wearable Applications? Yigit Tuncel, Toygun Basaklar and Umit Ogras |
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Application-driven Design Exploration for Dense Ferroelectric Embedded Non-volatile Memories Mohammad Mehdi Sharifi, Lillian Pentecost, Ramin Rajaei, Arman Kazemi, Qiuwen Lou, Gu-Yeon Wei, David Brooks, Kai Ni, X. Sharon Hu, Michael Niemier and Marco Donato |
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Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks Abhinav Goel, Caleb Tung, Xiao Hu, Haobo Wang, James Davis, George Thiruvathukal and Yung-Hsiang Lu |
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TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference
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PUFFIN: An Efficient DNN Training Accelerator for Direct Feedback Alignment in FeFET Fan Chen |
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A Flash-Based Multi-Bit Content-Addressable Memory with Euclidean-Squared Distance Arman Kazemi, Shubham Sahay, Ayush Saxena, Mohammad Mehdi Sharifi, Michael Niemier and X. Sharon Hu |
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CoPIM: A Concurrency-aware PIM Workload Offloading Architecture for Graph Applications Liang Yan, Mingzhe Zhang, Rujia Wang, Xiaoming Chen, Xingqi Zou, Xiaoyang Lu, yinhe han and Xianhe Sun |
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Session 2B: Energy-Efficient Emerging Memory Technologies
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12:45 pm – 12:55 pm (ET) |
MC2-RAM: An In-8T-SRAM Computing Macro Featuring Multi-Bit Charge-Domain Computing and ADC-Reduction Weight Encoding
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12:55 pm – 01:05 pm (ET) |
Enabling Robust SOT-MTJ Crossbars for Machine Learning using Sparsity-Aware Device-Circuit Co-design
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01:05 pm – 01:15 pm (ET) |
Space-efficient Graph Data Placement to Save Energy of ReRAM Crossbar
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10:00 am (ET) |
Best Paper Announcement
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10:00 am – 11:00 am (ET) |
Session 3A: Low-Power Health-Based implantable and Wearable Devices
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11:00 am – 11:30 am (ET) |
Session 3B: Low-Power Circuit Optimizations
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11:30 am – 12:15 pm (ET) |
Embedded Tutorial: UPM/IEEE 2416 Power Modeling Standard: A Practitioner’s Perspective
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12:10 pm – 12:45 pm (ET) |
Session 3C: Efficient In-Memory Computing
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Session 3A: (Invited) Low-Power Health-Based implantable and Wearable Devices
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10:00 am – 10:20 am (ET) |
Wearable Devices and Low-Power Design for Smart Health Applications: Challenges and Opportunities
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10:20 am – 10:40 am (ET) |
Power-aware Heart Rate Monitoring using Particle Filters
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10:40 am – 11:00 am (ET) |
Wireless Power Transfer and Data Communication for Low-Power Micro Electronic Devices Deeply Implanted within the Human Body
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Session 3B: Low-Power Circuit optimizations
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11:00 am – 11:10 am (ET) |
Active Cell Balancing for Life Cycle Extension of Lithium-Ion Batteries under Thermal Gradient
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11:10 am – 11:20 am (ET) |
A High-Performance Low-Power Barrett Modular Multiplier for Cryptosystems
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11:20 am – 11:30 am (ET) |
BEACON BEst Approximations for Complete BehaviOral HeterogeNeous SoCs
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11:30 am – 12:15 pm (ET): Embedded Tutorial
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12:15 pm – 12:25 pm (ET) |
Statistical Optimization of Compute In-Memory Performance Under Device Variation (Best Paper Award!)
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12:25 pm – 12:35 pm (ET) |
MIMHD: Accurate and Efficient Hyperdimensional Inference using Multi-Bit In-Memory Computing
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12:35 pm – 12:45 pm (ET) |
FPRA: A Fine-grained Parallel RRAM
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