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CQ ^+ Training: Minimizing Accuracy Loss in Conversion From Convolutional Neural Networks to Spiking Neural Networks

IEEE transactions on pattern analysis and machine intelligence, 2023-10, Vol.45 (10), p.11600-11611

2023

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Tensorox: Accelerating GPU Applications via Neural Approximation on Unused Tensor Cores

IEEE transactions on parallel and distributed systems, 2022-02, Vol.33 (2), p.429-443

2022

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Benchmarking Quantum(-Inspired) Annealing Hardware on Practical Use Cases

IEEE transactions on computers, 2023-06, Vol.72 (6), p.1692-1705

2023

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NV-Journaling: Locality-Aware Journaling Using Byte-Addressable Non-Volatile Memory

IEEE transactions on computers, 2020-02, Vol.69 (2), p.288-299

2020

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DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs

IEEE transactions on computers, 2023-10, Vol.72 (10), p.1-11

2023

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An FPGA-Based Hardware Emulator for Neuromorphic Chip With RRAM

IEEE transactions on computer-aided design of integrated circuits and systems, 2020-02, Vol.39 (2), p.438-450

2020

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Synthesis of the Dynamical Properties of Feedback Loops in Bio-Pathways

IEEE/ACM transactions on computational biology and bioinformatics, 2021-05, Vol.18 (3), p.1217-1226

2021

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Exploiting Single-Threaded Model in Multi-Core In-Memory Systems

IEEE transactions on knowledge and data engineering, 2016-10, Vol.28 (10), p.2635-2650

2016

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OBET: On-the-Fly Byte-Level Error Tracking for Correcting and Detecting Faults in Unreliable DRAM Systems

Sensors (Basel, Switzerland), 2021-12, Vol.21 (24), p.8271

2021

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Energy efficient ECG classification with spiking neural network

Biomedical signal processing and control, 2021-01, Vol.63, p.102170, Article 102170

2021

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TreeFTL: An Efficient Workload-Adaptive Algorithm for RAM Buffer Management of NAND Flash-Based Devices

IEEE transactions on computers, 2016-08, Vol.65 (8), p.2618-2630

2016

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Fault Tolerant Stencil Computation on Cloud-Based GPU Spot Instances

IEEE transactions on cloud computing, 2019-10, Vol.7 (4), p.1013-1024

2019

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Multi retention level STT-RAM cache designs with a dynamic refresh scheme

2011 44th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2011, p.329-338

2011

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A Code Generation Framework for Targeting Optimized Library Calls for Multiple Platforms

IEEE transactions on parallel and distributed systems, 2015-07, Vol.26 (7), p.1789-1799

2015

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A Family of Bit-Representation-Optimized Formats for Fast Sparse Matrix-Vector Multiplication on the GPU

IEEE transactions on parallel and distributed systems, 2015-09, Vol.26 (9), p.2373-2385

2015

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Optimizing for In-Memory Deep Learning With Emerging Memory Technology

IEEE transaction on neural networks and learning systems, 2023-06, Vol.PP, p.1-15

2023

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OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory

2023 IEEE 39th International Conference on Data Engineering (ICDE), 2023, p.2976-2987

2023

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Extended social force model with a dynamic navigation field for bidirectional pedestrian flow

Frontiers of physics, 2017-10, Vol.12 (5), p.181-189, Article 124502

2017

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Desire backpropagation: A lightweight training algorithm for multi-layer spiking neural networks based on spike-timing-dependent plasticity

Neurocomputing (Amsterdam), 2023-12, Vol.560, p.126773, Article 126773

2023

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Mapping Streaming Applications onto GPU Systems

IEEE transactions on parallel and distributed systems, 2014-09, Vol.25 (9), p.2374-2385

2014

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ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM

IEEE access, 2021, Vol.9, p.93723-93733

2021

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NC-Net: Efficient Neuromorphic Computing Using Aggregated Subnets on a Crossbar-Based Architecture With Nonvolatile Memory

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-09, Vol.41 (9), p.2957-2969

2022

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Parallelizing Skip Lists for In-Memory Multi-Core Database Systems

2017 IEEE 33rd International Conference on Data Engineering (ICDE), 2017, p.119-122

2017

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Randomized trial of contrast-enhanced harmonic guidance versus fanning technique for EUS-guided fine-needle biopsy sampling of solid pancreatic lesions

Gastrointestinal endoscopy, 2023-04, Vol.97 (4), p.732-740

2023

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ReGraph: Scaling Graph Processing on HBM-Enabled FPGAs with Heterogeneous Pipelines

2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 2022, p.1342-1358

2022

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CQ ^+ Training: Minimizing Accuracy Loss in Conversion From Convolutional Neural Networks to Spiking Neural Networks

Tensorox: Accelerating GPU Applications via Neural Approximation on Unused Tensor Cores

Benchmarking Quantum(-Inspired) Annealing Hardware on Practical Use Cases

NV-Journaling: Locality-Aware Journaling Using Byte-Addressable Non-Volatile Memory

DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs

An FPGA-Based Hardware Emulator for Neuromorphic Chip With RRAM

Synthesis of the Dynamical Properties of Feedback Loops in Bio-Pathways

Exploiting Single-Threaded Model in Multi-Core In-Memory Systems

OBET: On-the-Fly Byte-Level Error Tracking for Correcting and Detecting Faults in Unreliable DRAM Systems

Energy efficient ECG classification with spiking neural network

TreeFTL: An Efficient Workload-Adaptive Algorithm for RAM Buffer Management of NAND Flash-Based Devices

Fault Tolerant Stencil Computation on Cloud-Based GPU Spot Instances

Multi retention level STT-RAM cache designs with a dynamic refresh scheme

A Code Generation Framework for Targeting Optimized Library Calls for Multiple Platforms

A Family of Bit-Representation-Optimized Formats for Fast Sparse Matrix-Vector Multiplication on the GPU

Optimizing for In-Memory Deep Learning With Emerging Memory Technology

OpenEmbedding: A Distributed Parameter Server for Deep Learning Recommendation Models using Persistent Memory

Extended social force model with a dynamic navigation field for bidirectional pedestrian flow

Desire backpropagation: A lightweight training algorithm for multi-layer spiking neural networks based on spike-timing-dependent plasticity

Mapping Streaming Applications onto GPU Systems

ZEM: Zero-Cycle Bit-Masking Module for Deep Learning Refresh-Less DRAM

NC-Net: Efficient Neuromorphic Computing Using Aggregated Subnets on a Crossbar-Based Architecture With Nonvolatile Memory

Parallelizing Skip Lists for In-Memory Multi-Core Database Systems

Randomized trial of contrast-enhanced harmonic guidance versus fanning technique for EUS-guided fine-needle biopsy sampling of solid pancreatic lesions

ReGraph: Scaling Graph Processing on HBM-Enabled FPGAs with Heterogeneous Pipelines

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