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Transformer Network-Based Reinforcement Learning Method for Power Distribution Network (PDN) Optimization of High Bandwidth Memory (HBM)

IEEE transactions on microwave theory and techniques, 2022-11, Vol.70 (11), p.1-15

2022

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Policy-Based Reinforcement Learning for Through Silicon Via Array Design in High-Bandwidth Memory Considering Signal Integrity

IEEE transactions on electromagnetic compatibility, 2024-02, Vol.66 (1), p.256-269

2024

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Fast and Accurate Computation of Wireless Power Transfer System Optimal Design Using Particle Swarm Optimization Method

IEEE transactions on electromagnetic compatibility, 2023-12, Vol.65 (6), p.1674-1683

2023

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Deep Reinforcement Learning-Based Optimal Decoupling Capacitor Design Method for Silicon Interposer-Based 2.5-D/3-D ICs

IEEE transactions on components, packaging, and manufacturing technology (2011), 2020-03, Vol.10 (3), p.467-478

2020

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Channel Characteristic-Based Deep Neural Network Models for Accurate Eye Diagram Estimation in High Bandwidth Memory (HBM) Silicon Interposer

IEEE transactions on electromagnetic compatibility, 2022-02, Vol.64 (1), p.196-208

2022

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Deep Reinforcement Learning-Based Optimal and Fast Hybrid Equalizer Design Method for High-Bandwidth Memory (HBM) Module

IEEE transactions on components, packaging, and manufacturing technology (2011), 2023-11, Vol.13 (11), p.1804-1816

2023

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Pin-Opt: Graph Representation Learning for Large-Scale Pin Assignment Optimization of Microbumps Considering Signal and Power Integrity

IEEE transactions on components, packaging, and manufacturing technology (2011), 2024-04, Vol.14 (4), p.681-692

2024

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Thermal and Signal Integrity Co-Design and Verification of Embedded Cooling Structure With Thermal Transmission Line for High Bandwidth Memory Module

IEEE transactions on components, packaging, and manufacturing technology (2011), 2022-09, Vol.12 (9), p.1542-1556

2022

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Signal Integrity and Computing Performance Analysis of a Processing-In-Memory of High Bandwidth Memory (PIM-HBM) Scheme

IEEE transactions on components, packaging, and manufacturing technology (2011), 2021-11, Vol.11 (11), p.1955-1970

2021

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Analysis of Repetitive Bending on Flexible Wireless Power Transfer (WPT) PCB Coils for Flexible Wearable Devices

IEEE transactions on components, packaging, and manufacturing technology (2011), 2022-11, Vol.12 (11), p.1748-1756

2022

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Signal Integrity Modeling and Analysis of Large-Scale Memristor Crossbar Array in a High-Speed Neuromorphic System for Deep Neural Network

IEEE transactions on components, packaging, and manufacturing technology (2011), 2021-07, Vol.11 (7), p.1122-1136

2021

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Signal Integrity Design and Analysis of 3-D X-Point Memory Considering Crosstalk and IR Drop for Higher Performance Computing

IEEE transactions on components, packaging, and manufacturing technology (2011), 2020-05, Vol.10 (5), p.858-869

2020

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Sequential Policy Network-based Optimal Passive Equalizer Design for an Arbitrary Channel of High Bandwidth Memory using Advantage Actor Critic

2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2021, p.1-3

2021

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Design and Measurement of a 28 GHz Glass Band Pass Filter based on Glass Interposers for 5G Applications

2019 Electrical Design of Advanced Packaging and Systems (EDAPS), 2019, p.1-3

2019

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Thermal Analysis of High Bandwidth Memory (HBM)-GPU Module considering Power Consumption

2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 2023, p.1-3

2023

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Design and Analysis of an Irregular-Shaped Power Distribution Network (PDN) for High Bandwidth Memory (HBM) Interposer

2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2023, p.1-3

2023

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Thermal Analysis of DDR5 DIMM with Forced Air Cooling Method

2022 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 2022, p.1-3

2022

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Deep Reinforcement Learning Framework for Optimal Decoupling Capacitor Placement on General PDN with an Arbitrary Probing Port

2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2021, p.1-3

2021

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Scalable Transformer Network-based Reinforcement Learning Method for PSIJ Optimization in HBM

2022 IEEE 31st Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2022, p.1-3

2022

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Signal Integrity Design and Analysis of Universal Chiplet Interconnect Express (UCIe) Channel in Silicon Interposer for Advanced Package

2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 2023, p.1-3

2023

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Design and Analysis of Redistribution Layer Interposer Channel Considering Signal Integrity for High Bandwidth Memory Module

2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2023, p.1-3

2023

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Signal Integrity Analysis of High-speed PCIe Channel with Board-to-Board Interconnect for High-Performance Server

2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 2023, p.1-3

2023

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Imitation Learning-based Equalizer Design Optimization Method on PCIe 6.0

2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS), 2023, p.1-3

2023

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Crosstalk Mitigated On-chip Interconnect Design for High-speed Network-on-Chip (NoC) of Full Wafer Scale Chip (FWSC)

2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2023, p.1-3

2023

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Reinforcement Learning-based Auto-router considering Signal Integrity

2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), 2020, p.1-3

2020

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Transformer Network-Based Reinforcement Learning Method for Power Distribution Network (PDN) Optimization of High Bandwidth Memory (HBM)

Policy-Based Reinforcement Learning for Through Silicon Via Array Design in High-Bandwidth Memory Considering Signal Integrity

Fast and Accurate Computation of Wireless Power Transfer System Optimal Design Using Particle Swarm Optimization Method

Deep Reinforcement Learning-Based Optimal Decoupling Capacitor Design Method for Silicon Interposer-Based 2.5-D/3-D ICs

Channel Characteristic-Based Deep Neural Network Models for Accurate Eye Diagram Estimation in High Bandwidth Memory (HBM) Silicon Interposer

Deep Reinforcement Learning-Based Optimal and Fast Hybrid Equalizer Design Method for High-Bandwidth Memory (HBM) Module

Pin-Opt: Graph Representation Learning for Large-Scale Pin Assignment Optimization of Microbumps Considering Signal and Power Integrity

Thermal and Signal Integrity Co-Design and Verification of Embedded Cooling Structure With Thermal Transmission Line for High Bandwidth Memory Module

Signal Integrity and Computing Performance Analysis of a Processing-In-Memory of High Bandwidth Memory (PIM-HBM) Scheme

Analysis of Repetitive Bending on Flexible Wireless Power Transfer (WPT) PCB Coils for Flexible Wearable Devices

Signal Integrity Modeling and Analysis of Large-Scale Memristor Crossbar Array in a High-Speed Neuromorphic System for Deep Neural Network

Signal Integrity Design and Analysis of 3-D X-Point Memory Considering Crosstalk and IR Drop for Higher Performance Computing

Sequential Policy Network-based Optimal Passive Equalizer Design for an Arbitrary Channel of High Bandwidth Memory using Advantage Actor Critic

Design and Measurement of a 28 GHz Glass Band Pass Filter based on Glass Interposers for 5G Applications

Thermal Analysis of High Bandwidth Memory (HBM)-GPU Module considering Power Consumption

Design and Analysis of an Irregular-Shaped Power Distribution Network (PDN) for High Bandwidth Memory (HBM) Interposer

Thermal Analysis of DDR5 DIMM with Forced Air Cooling Method

Deep Reinforcement Learning Framework for Optimal Decoupling Capacitor Placement on General PDN with an Arbitrary Probing Port

Scalable Transformer Network-based Reinforcement Learning Method for PSIJ Optimization in HBM

Signal Integrity Design and Analysis of Universal Chiplet Interconnect Express (UCIe) Channel in Silicon Interposer for Advanced Package

Design and Analysis of Redistribution Layer Interposer Channel Considering Signal Integrity for High Bandwidth Memory Module

Signal Integrity Analysis of High-speed PCIe Channel with Board-to-Board Interconnect for High-Performance Server

Imitation Learning-based Equalizer Design Optimization Method on PCIe 6.0

Crosstalk Mitigated On-chip Interconnect Design for High-speed Network-on-Chip (NoC) of Full Wafer Scale Chip (FWSC)

Reinforcement Learning-based Auto-router considering Signal Integrity

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