Detalhe da pesquisa
1.
Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy.
Entropy (Basel)
; 25(6)2023 Jun 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-37372243
2.
Toward a Kernel-Based Uncertainty Decomposition Framework for Data and Models.
Neural Comput
; 33(5): 1164-1198, 2021 Apr 13.
Artigo
em Inglês
| MEDLINE | ID: mdl-33617742
3.
Slow Dynamics of Acute Postoperative Pain Intensity Time Series Determined via Wavelet Analysis Are Associated With the Risk of Severe Postoperative Day 30 Pain.
Anesth Analg
; 132(5): 1465-1474, 2021 05 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-33591118
4.
On Kernel Method-Based Connectionist Models and Supervised Deep Learning Without Backpropagation.
Neural Comput
; 32(1): 97-135, 2020 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-31703172
5.
Simple Stopping Criteria for Information Theoretic Feature Selection.
Entropy (Basel)
; 21(1)2019 Jan 21.
Artigo
em Inglês
| MEDLINE | ID: mdl-33266815
6.
Reduction of Markov Chains Using a Value-of-Information-Based Approach.
Entropy (Basel)
; 21(4)2019 Mar 30.
Artigo
em Inglês
| MEDLINE | ID: mdl-33267063
7.
An Analysis of the Value of Information When Exploring Stochastic, Discrete Multi-Armed Bandits.
Entropy (Basel)
; 20(3)2018 Feb 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-33265246
8.
Neurally Encoding Time for Olfactory Navigation.
PLoS Comput Biol
; 12(1): e1004682, 2016 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-26730727
9.
Topographical measures of functional connectivity as biomarkers for post-stroke motor recovery.
J Neuroeng Rehabil
; 14(1): 67, 2017 07 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-28683745
10.
Intermittency coding in the primary olfactory system: a neural substrate for olfactory scene analysis.
J Neurosci
; 34(3): 941-52, 2014 Jan 15.
Artigo
em Inglês
| MEDLINE | ID: mdl-24431452
11.
Neural decoding with kernel-based metric learning.
Neural Comput
; 26(6): 1080-107, 2014 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-24684447
12.
IA-LSTM: Interaction-Aware LSTM for Pedestrian Trajectory Prediction.
IEEE Trans Cybern
; PP2024 Feb 21.
Artigo
em Inglês
| MEDLINE | ID: mdl-38381633
13.
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations.
IEEE Trans Neural Netw Learn Syst
; 34(8): 5156-5170, 2023 Aug.
Artigo
em Inglês
| MEDLINE | ID: mdl-34714752
14.
Measurable fields-to-spike causality and its dependence on cortical layer and area.
bioRxiv
; 2023 Jul 31.
Artigo
em Inglês
| MEDLINE | ID: mdl-37577637
15.
Conditional association.
Neural Comput
; 24(7): 1882-905, 2012 Jul.
Artigo
em Inglês
| MEDLINE | ID: mdl-22428596
16.
Strictly positive-definite spike train kernels for point-process divergences.
Neural Comput
; 24(8): 2223-50, 2012 Aug.
Artigo
em Inglês
| MEDLINE | ID: mdl-22509968
17.
A self-learning cognitive architecture exploiting causality from rewards.
Neural Netw
; 150: 274-292, 2022 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-35339009
18.
Modularizing Deep Learning via Pairwise Learning With Kernels.
IEEE Trans Neural Netw Learn Syst
; 33(4): 1441-1451, 2022 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-33400656
19.
Extracting synchronized neuronal activity from local field potentials based on a marked point process framework.
J Neural Eng
; 19(4)2022 08 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-35921802
20.
Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge.
Front Artif Intell
; 4: 568384, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34568811