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1

Adaptive Inverse Control of Neural Spatiotemporal Spike Patterns With a Reproducing Kernel Hilbert Space (RKHS) Framework

Lin Li,, Il Memming Park,, Brockmeier, Austin, Badong Chen,, Seth, Sohan, Francis, Joseph T., Sanchez, Justin C., Principe, Jose C.

Journal:

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Year:

2013

Language:

english

File:

PDF, 9.20 MB

english, 2013

2

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Evaluating dependence in spike train metric spaces

Seth, Sohan, Brockmeier, Austin J., Choi, John S., Semework, Mulugeta, Francis, Joseph T., Principe, Jose C.

Year:

2011

Language:

english

File:

PDF, 613 KB

english, 2011

3

A Tensor-Product-Kernel Framework for Multiscale Neural Activity Decoding and Control

Li, Lin, Brockmeier, Austin J., Choi, John S., Francis, Joseph T., Sanchez, Justin C., Príncipe, José C.

Journal:

Computational Intelligence and Neuroscience

Year:

2014

Language:

english

File:

PDF, 5.36 MB

english, 2014

4

Continuation methods for approximate large scale object sequencing

Evangelopoulos, Xenophon, Brockmeier, Austin J., Mu, Tingting, Goulermas, John Y.

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 2.87 MB

english, 2018

5

[IEEE 2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) - Beijing, China (2011.09.18-2011.09.21)] 2011 IEEE International Workshop on Machine Learning for Signal Processing - Efficient temporal decomposition of local field potentials

Brockmeier, Austin J., Principe, Jose C., Mahmoudi, Babak, Sanchez, Justin C.

Year:

2011

Language:

english

File:

PDF, 368 KB

english, 2011

6

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - A metric approach toward point process divergence

Seth, Sohan, Brockmeier, Austin J., Principe, Jose C.

Year:

2011

Language:

english

File:

PDF, 291 KB

english, 2011

7

Representing and decomposing neural potential signals

Principe, Jose C, Brockmeier, Austin J

Journal:

Current Opinion in Neurobiology

Year:

2015

Language:

english

File:

PDF, 350 KB

english, 2015

8

Modulation of virtual arm trajectories via microstimulation in a spiking model of sensorimotor cortex

Salvador Dura-Bernal,Kan Li,Austin J Brockmeier,Cliff C Kerr…

Journal:

BMC Neuroscience

Year:

2014

Language:

english

File:

PDF, 397 KB

english, 2014

9

[IEEE 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER) - Cancun, Mexico (2011.04.27-2011.05.1)] 2011 5th International IEEE/EMBS Conference on Neural Engineering - An adaptive inverse controller for online somatosensory microstimulation optimization

Li, Lin, Brockmeier, Austin, Francis, Joseph T., Sanchez, Justin C., Principe, Jose C.

Year:

2011

Language:

english

File:

PDF, 435 KB

english, 2011

10

[IEEE 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) - San Diego, CA, USA (2013.11.6-2013.11.8)] 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) - Learning multiscale neural metrics via entropy minimization

Brockmeier, Austin J., Giraldo, Luis G. Sanchez, Choi, John S., Francis, Joseph T., Principe, Jose C.

Year:

2013

Language:

english

File:

PDF, 618 KB

english, 2013

11

[IEEE 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER) - Cancun, Mexico (2011.04.27-2011.05.1)] 2011 5th International IEEE/EMBS Conference on Neural Engineering - Towards closed-loop brain-machine experiments across wide-area networks

Rattanatamrong, Prapaporn, Matsunaga, Andrea, Brockmeier, Austin J., Sanchez, Justin C., Principe, Jose C., Fortes, Jose

Year:

2011

Language:

english

File:

PDF, 772 KB

english, 2011

12

[IEEE 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER) - Cancun, Mexico (2011.04.27-2011.05.1)] 2011 5th International IEEE/EMBS Conference on Neural Engineering - Latent state visualization of neural firing rates

Brockmeier, Austin J., Kriminger, Evan G., Sanchez, Justin C., Principe, Jose C.

Year:

2011

Language:

english

File:

PDF, 461 KB

english, 2011

13

[IEEE 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Chicago, IL (2014.8.26-2014.8.30)] 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Joint optimization of algorithmic suites for EEG analysis

Santana, Eder, Brockmeier, Austin J., Principe, Jose C.

Year:

2014

Language:

english

File:

PDF, 676 KB

english, 2014

14

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - Tensor completion throughmultiple Kronecker product decomposition

Phan, Anh-Huy, Cichocki, Andrzej, Tichavsky, Petr, Luta, Gheorghe, Brockmeier, Austin

Year:

2013

Language:

english

File:

PDF, 1.69 MB

english, 2013

15

[IEEE 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Osaka (2013.7.3-2013.7.7)] 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Information-theoretic metric learning: 2-D linear projections of neural data for visualization

Brockmeier, Austin J., Sanchez Giraldo, Luis G., Emigh, Matthew S., Bae, Jihye, Choi, John S., Francis, Joseph T., Principe, Jose C.

Year:

2013

Language:

english

File:

PDF, 454 KB

english, 2013

16

[IEEE ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Vancouver, BC, Canada (2013.05.26-2013.05.31)] 2013 IEEE International Conference on Acoustics, Speech and Signal Processing - A greedy algorithm for model selection of tensor decompositions

Brockmeier, Austin J., Principe, Jose C., Phan, Anh Huy, Cichocki, Andrzej

Year:

2013

Language:

english

File:

PDF, 226 KB

english, 2013

17

[IEEE 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Boston, MA (2011.08.30-2011.09.3)] 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Optimizing microstimulation using a reinforcement learning framework

Brockmeier, Austin J., Choi, John S., DiStasio, Marcello M., Francis, Joseph T., Principe, Jose C.

Year:

2011

Language:

english

File:

PDF, 862 KB

english, 2011

18

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Projentropy: Using entropy to optimize spatial projections

Brockmeier, Austin J., Santanna, Eder, Giraldo, Luis G. Sanchez, Principe, Jose C.

Year:

2014

Language:

english

File:

PDF, 115 KB

english, 2014

19

Reinforcement Learning in Video Games using Nearest Neighbor Interpolation and Metric Learning

Emigh, Matthew, Kriminger, Evan, Brockmeier, Austin, Principe, Jose, Pardalos, Panos

Journal:

IEEE Transactions on Computational Intelligence and AI in Games

Year:

2014

Language:

english

File:

PDF, 7.42 MB

english, 2014

20

Neural Decoding with Kernel-Based Metric Learning

Brockmeier, Austin J., Choi, John S., Kriminger, Evan G., Francis, Joseph T., Principe, Jose C.

Journal:

Neural Computation

Year:

2014

Language:

english

File:

PDF, 627 KB

english, 2014

21

Increased Failure Rates After Anterior Cruciate Ligament Reconstruction With Soft-Tissue Autograft-Allograft Hybrid Grafts

Burrus, M. Tyrrell, Werner, Brian C., Crow, Austin J., Brockmeier, Stephen F., Carson, Eric W., Miller, Mark D., Diduch, David R.

Journal:

Arthroscopy: The Journal of Arthroscopic & Related Surgery

Year:

2015

Language:

english

File:

PDF, 1.25 MB

english, 2015

22

Learning Recurrent Waveforms Within EEGs

Brockmeier, Austin J., Principe, Jose C.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2016

Language:

english

File:

PDF, 1.40 MB

english, 2016

23

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Explicit versus implicit source estimation for blind multiple input single output system identification

Brockmeier, Austin J., Principe, Jose C.

Year:

2015

Language:

english

File:

PDF, 484 KB

english, 2015

24

Eliciting naturalistic cortical responses with a sensory prosthesis via optimized microstimulation

Choi, John S, Brockmeier, Austin J, McNiel, David B, Kraus, Lee M von, Príncipe, José C, Francis, Joseph T

Journal:

Journal of Neural Engineering

Year:

2016

Language:

english

File:

PDF, 2.74 MB

english, 2016

25

A semi-supervised approach using label propagation to support citation screening

Kontonatsios, Georgios, Brockmeier, Austin J., Przybyła, Piotr, McNaught, John, Mu, Tingting, Goulermas, John Y., Ananiadou, Sophia

Journal:

Journal of Biomedical Informatics

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

26

Self-Tuned Descriptive Document Clustering using a Predictive Network

Brockmeier, Austin Jay, Mu, Tingting, Ananiadou, Sophia, Goulermas, John Yannis

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2018

Language:

english

File:

PDF, 2.06 MB

english, 2018

27

Prioritising references for systematic reviews with RobotAnalyst: a user study

Przybyła, Piotr, Brockmeier, Austin J., Kontonatsios, Georgios, Le Pogam, Marie-Annick, McNaught, John, von Elm, Erik, Nolan, Kay, Ananiadou, Sophia

Journal:

Research Synthesis Methods

Year:

2018

Language:

english

File:

PDF, 1.26 MB

english, 2018

28

Quantifying risk factors in medical reports with a context-aware linear model

Przybyła, Piotr, Brockmeier, Austin J, Ananiadou, Sophia

Journal:

Journal of the American Medical Informatics Association

Year:

2019

Language:

english

File:

PDF, 703 KB

english, 2019

29

Improving reference prioritisation with PICO recognition

Brockmeier, Austin J., Ju, Meizhi, Przybyła, Piotr, Ananiadou, Sophia

Journal:

BMC Medical Informatics and Decision Making

Year:

2019

File:

PDF, 1.41 MB

2019

30

Circular object arrangement using spherical embeddings

Evangelopoulos, Xenophon, Brockmeier, Austin J., Mu, Tingting, Goulermas, John Y.

Journal:

Pattern Recognition

Year:

2020

File:

PDF, 2.54 MB

2020

31

Womenâs health in The BMJ : a data science history

HamulyÃ¡k, Eva N, Brockmeier, Austin J, Killas, Johanna D, Ananiadou, Sophia, Middeldorp, Saskia, Leroi, Armand M

Journal:

Year:

2020

File:

PDF, 3.57 MB

2020

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