H. Sebastian Seung

1. Trainable Weka Segmentation: a machine learning tool for microscopy pixel classification
   2017/03/28 by Ignacio Arganda‐Carreras, Verena Kaynig, Curtis Rueden +4 · 1 voice · 32 citations
   Biochemistry, Genetics and Molecular Biology · #Advanced Electron Microscopy Techniques and Applications #Cell Image Analysis Techniques #Genetics, Bioinformatics, and Biomedical Research
2. Whole-brain annotation and multi-connectome cell typing of Drosophila
   2024/10/02 by Philipp Schlegel, Yijie Yin, Alexander Shakeel Bates +307 · 1 voice · 68 citations
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Neuroscience · #Genetics, Aging, and Longevity in Model Organisms #Neurobiology and Insect Physiology Research #Plant and Biological Electrophysiology Studies
3. Saturated Reconstruction of a Volume of Neocortex
   2015/07/01 by Narayanan Kasthuri, Kenneth J. Hayworth, Kenneth Jeffrey Hayworth +32 · 34 citations
   Biochemistry, Genetics and Molecular Biology · Neuroscience · #Cell Image Analysis Techniques #Cellular Mechanics and Interactions #Neural dynamics and brain function
4. Superhuman Accuracy on the SNEMI3D Connectomics Challenge
   2017/05/31 by Kisuk Lee, Lee, Kisuk, Jonathan Zung +7 · 13 citations
   Engineering · #Advanced Sensor and Energy Harvesting Materials #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Muscle activation and electromyography studies #Wireless Body Area Networks
5. A solution to the single-question crowd wisdom problem
   2017/01/01 by Dražen Prelec, H. Sebastian Seung, John McCoy · 1 voice · 10 citations
   Computer Science · Engineering · #Data Visualization and Analytics #Evacuation and Crowd Dynamics #Mobile Crowdsensing and Crowdsourcing
6. Connectomic reconstruction of a female Drosophila ventral nerve cord
   2024/06/26 by Anthony Azevedo, Anthony W. Azevedo, Ellen Lesser +36 · 35 citations
   Neuroscience · Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Neurobiology and Insect Physiology Research #Insect and Arachnid Ecology and Behavior #Fossil Insects in Amber
7. Q-Learning for Continuous Actions with Cross-Entropy Guided Policies
   2019/03/25 by Riley Simmons-Edler, Ben Eisner, Simmons-Edler, Riley +7 · 6 citations
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
8. Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks
   2016/06/23 by Noah Apthorpe, Apthorpe, Noah J., Alexander J. Riordan +11 · 3 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Neuroscience and Neural Engineering
9. Deep Learning Improves Template Matching by Normalized Cross Correlation
   2017/05/24 by Davit Buniatyan, Buniatyan, Davit, Thomas Macrina +7 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
10. A correlation game for unsupervised learning yields computational interpretations of Hebbian excitation, anti-Hebbian inhibition, and synapse elimination
    2017/04/03 by H. Sebastian Seung, Jonathan Zung, Seung, H. Sebastian +1 · 4 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
11. Unsupervised learning by a nonlinear network with Hebbian excitatory and\n anti-Hebbian inhibitory neurons
    2018/12/30 by H. Sebastian Seung, Seung, H. Sebastian · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
12. Siamese Encoding and Alignment by Multiscale Learning with Self-Supervision
    2019/04/04 by Eric Mitchell, Mitchell, Eric, Stefan Keselj +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Electron Microscopy Techniques and Applications #Cell Image Analysis Techniques #Domain Adaptation and Few-Shot Learning