Concepedia

Point Process Filtering

Point Process Filtering is a statistical inference method that belongs to the class of filtering techniques for stochastic processes, specifically distinguished by its application to estimate the latent intensity or state of a point process given observed event times up to the current time.

50

Publications

2.8K

Citations

115

Authors

69

Institutions

Publications per year

2017–2026

10

Parents

Publications

50

Maximum likelihood estimation of cascade point-process neural encoding models

Liam Paninski · Network Computation in Neural Systems · 2004 · 449 citations

, , +16

Dynamic Analysis of Neural Encoding by Point Process Adaptive Filtering

Uri T. Eden, Loren M. Frank, Riccardo Barbieri et al. · Neural Computation · 2004 · 366 citations

, , +17

Maximum likelihood estimation of cascade point-process neural encoding models

Liam Paninski · Network Computation in Neural Systems · 2004 · 300 citations

, , +16

An analysis of neural receptive field plasticity by point process adaptive filtering

Emery N. Brown, David P. Nguyen, Loren M. Frank et al. · Proceedings of the National Academy of Sciences · 2001 · 184 citations · Full text

, , +17

Robust Brain-Machine Interface Design Using Optimal Feedback Control Modeling and Adaptive Point Process Filtering

Maryam M. Shanechi, Amy L. Orsborn, Jose M. Carmena · PLoS Computational Biology · 2016 · 120 citations · Full text

, , +17

1–5 of 50

Authors

115

  1. UT
    Uri T. Eden

    Boston University, United States

    5 publications · 502 citations

    5

    h-index

  2. EN
    Emery N. Brown

    Massachusetts General Hospital, United States

    5 publications · 668 citations

    5

    h-index

  3. LM
    Loren M. Frank

    University of California, San Francisco, United States

    4 publications · 580 citations

    4

    h-index

  4. RB
    Riccardo Barbieri

    Massachusetts General Hospital, United States

    4 publications · 584 citations

    4

    h-index

  5. MM
    Maryam M. Shanechi

    University of Southern California, United States

    3 publications · 187 citations

    3

    h-index

1–5 of 115

Institutions

69

  1. Boston University

    Boston, United States

    4 h-index

    7 publications

    253 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    10 publications

    1.9K citations

  3. Massachusetts General Hospital

    Boston, United States

    4 h-index

    13 publications

    2.4K citations

  4. University of California, San Francisco

    San Francisco, United States

    3 h-index

    6 publications

    304 citations

  5. University of Southern California

    Los Angeles, United States

    3 h-index

    5 publications

    254 citations

  6. University of California, Berkeley

    Berkeley, United States

    2 h-index

    4 publications

    408 citations

  7. University of Florida

    Gainesville, United States

    2 h-index

    8 publications

    248 citations

  8. Université de Rennes

    Rennes, France

    2 h-index

    2 publications

    155 citations

1–8 of 69

Venues

  1. IEEE Transactions on Automatic Control

    4 publications · 126 citations

    4

    h-index

  2. IEEE Transactions on Biomedical Engineering

    3 publications · 227 citations

    3

    h-index

  3. Neural Computation

    3 publications · 459 citations

    3

    h-index

  4. Advances in Applied Probability

    AAP · 2 publications · 155 citations

    2

    h-index

  5. Applied Optics

    2 publications · 40 citations

    2

    h-index

1–5