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Park, Seongsik

  1. Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection
    2019/03/12 by Seijoon Kim, Kim, Seijoon, Seongsik Park +5 · 23 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function
  2. T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding
    2020/03/26 by Park, Seongsik, Kim, Seijoon, Na, Byunggook +1 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  3. AutoSNN: Towards Energy-Efficient Spiking Neural Networks
    2022/01/30 by Na, Byunggook, Mok, Jisoo, Park, Seongsik +3 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  4. Noise-Robust Deep Spiking Neural Networks with Temporal Information
    2021/04/22 by Park, Seongsik, Lee, Dongjin, Yoon, Sungroh · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  5. Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks
    2018/09/10 by Park, Seongsik, Kim, Seijoon, Choe, Hyeokjun +1 · 2 citations
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
  6. Energy-efficient Knowledge Distillation for Spiking Neural Networks
    2021/06/14 by Dongjin Lee, Lee, Dongjin, Seongsik Park +7 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  7. Improving Sentence-Level Relation Extraction through Curriculum Learning
    2021/07/20 by Seongsik Park, Park, Seongsik, Harksoo Kim +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding
    2021/06/04 by Seongsik Park, Park, Seongsik, Sungroh Yoon +1 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  9. Scalable Smartphone Cluster for Deep Learning
    2021/10/23 by Na, Byunggook, Jang, Jaehee, Park, Seongsik +7 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  10. Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA
    2018/05/21 by Seongsik Park, Jaehee Jang, Park, Seongsik +5 · 1 voice
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML