Soyeon Kim
Orcid: 0000-0002-7028-6978
According to our database1,
Soyeon Kim
authored at least 47 papers
between 2014 and 2024.
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Bibliography
2024
C-DNN: An Energy-Efficient Complementary Deep-Neural-Network Processor With Heterogeneous CNN/SNN Core Architecture.
IEEE J. Solid State Circuits, January, 2024
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models.
CoRR, 2024
4.2 A Tri-Band Dual-Concurrent Wi-Fi 802.11be Transceiver Achieving -46dB TX/RX EVM Floor at 7.1GHz for a 4K-QAM 320MHz Signal.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024
20.5 C-Transformer: A 2.6-18.1μJ/Token Homogeneous DNN-Transformer/Spiking-Transformer Processor with Big-Little Network and Implicit Weight Generation for Large Language Models.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024
2023
SNPU: An Energy-Efficient Spike Domain Deep-Neural-Network Processor With Two-Step Spike Encoding and Shift-and-Accumulation Unit.
IEEE J. Solid State Circuits, October, 2023
Neuro-CIM: ADC-Less Neuromorphic Computing-in-Memory Processor With Operation Gating/Stopping and Digital-Analog Networks.
IEEE J. Solid State Circuits, October, 2023
CoRR, 2023
Don't Push But Pull: Improving Awareness and Channel Utilization by Demand-Driven V2X Communication.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
C-DNN: A 24.5-85.8TOPS/W Complementary-Deep-Neural-Network Processor with Heterogeneous CNN/SNN Core Architecture and Forward-Gradient-Based Sparsity Generation.
Proceedings of the IEEE International Solid- State Circuits Conference, 2023
A Reconfigurable 1T1C eDRAM-based Spiking Neural Network Computing-In-Memory Processor for High System-Level Efficiency.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023
Proceedings of the HCI International 2023 - Late Breaking Papers, 2023
COOL-NPU: Complementary Online Learning Neural Processing Unit with CNN-SNN Heterogeneous Core and Event-driven Backpropagation.
Proceedings of the IEEE Symposium in Low-Power and High-Speed Chips, 2023
Proceedings of the Workshop on Intervening, 2023
Proceedings of the Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023
Proceedings of the Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023
2022
A 49.5 mW Multi-Scale Linear Quantized Online Learning Processor for Real-Time Adaptive Object Detection.
IEEE Trans. Circuits Syst. II Express Briefs, 2022
A 24 GHz CMOS Direct-Conversion RF Receiver with I/Q Mismatch Calibration for Radar Sensor Applications.
Sensors, 2022
Would You Trust Driverless Service? Formation of Pedestrian's Trust and Attitude Using Non-Verbal Social Cues.
Sensors, 2022
Two-Step Spike Encoding Scheme and Architecture for Highly Sparse Spiking-Neural-Network.
CoRR, 2022
Vision Transformer Equipped With Neural Resizer On Facial Expression Recognition Task.
Proceedings of the IEEE International Conference on Acoustics, 2022
Neuro-CIM: A 310.4 TOPS/W Neuromorphic Computing-in-Memory Processor with Low WL/BL activity and Digital-Analog Mixed-mode Neuron Firing.
Proceedings of the 2022 IEEE Hot Chips 34 Symposium, 2022
Let's Negotiate with Automation: How can Humans and HMIs Negotiate Disagreement on Automated Vehicles?
Proceedings of the AutomotiveUI '22: 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications - Adjunct Proceedings, Seoul, Republic of Korea, September 17, 2022
2021
A 64.1mW Accurate Real-Time Visual Object Tracking Processor With Spatial Early Stopping on Siamese Network.
IEEE Trans. Circuits Syst. II Express Briefs, 2021
An Energy-Efficient GAN Accelerator With On-Chip Training for Domain-Specific Optimization.
IEEE J. Solid State Circuits, 2021
GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation.
IEEE J. Solid State Circuits, 2021
Effects of User Interfaces on Take-Over Performance: A Review of the Empirical Evidence.
Inf., 2021
An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021
The microRNA target site landscape is a novel molecular feature associating alternative polyadenylation with immune evasion activity in breast cancer.
Briefings Bioinform., 2021
Malicious Data Frame Injection Attack Without Seizing Association in IEEE 802.11 Wireless LANs.
IEEE Access, 2021
Graph Neural Network based Scene Change Detection Using Scene Graph Embedding with Hybrid Classification Loss.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
Cyber-Physical Individual Monitoring in Indoor Internet -of- Things Systems With Edge Intelligence.
Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021
2020
Fast Wearable Sensor-Based Foot-Ground Contact Phase Classification Using a Convolutional Neural Network with Sliding-Window Label Overlapping.
Sensors, 2020
Simple and Steady Interactions Win the Healthy Mentality: Designing a Chatbot Service for the Elderly.
Proc. ACM Hum. Comput. Interact., 2020
7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation.
Proceedings of the 2020 IEEE International Solid- State Circuits Conference, 2020
Fractional Ownership, Democratization and Bubble Formation - The Impact of Blockchain Enabled Asset Tokenization.
Proceedings of the 26th Americas Conference on Information Systems, 2020
2019
Proceedings of the IEEE International Solid- State Circuits Conference, 2019
Proceedings of the 2019 International SoC Design Conference, 2019
Proceedings of the 2019 International SoC Design Conference, 2019
2018
PLoS Comput. Biol., 2018
The influence of eWOM communications: An application of online social network framework.
Comput. Hum. Behav., 2018
2016
A Disparity-Based Adaptive Multihomography Method for Moving Target Detection Based on Global Motion Compensation.
IEEE Trans. Circuits Syst. Video Technol., 2016
2014
The Color and Blink Frequency of LED Notification Lights and Smartphone Users' Urgency Perception.
Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014