Detalhe da pesquisa
1.
Efficient Decoding of Compositional Structure in Holistic Representations.
Neural Comput
; 35(7): 1159-1186, 2023 Jun 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-37187162
2.
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware.
Proc IEEE Inst Electr Electron Eng
; 110(10): 1538-1571, 2022 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-37868615
3.
A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks.
Neural Comput
; 30(6): 1449-1513, 2018 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-29652585
4.
Variable Binding for Sparse Distributed Representations: Theory and Applications.
IEEE Trans Neural Netw Learn Syst
; 34(5): 2191-2204, 2023 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-34478381
5.
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks.
IEEE Trans Neural Netw Learn Syst
; 34(12): 10993-10998, 2023 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-35333724
6.
Perceptron Theory Can Predict the Accuracy of Neural Networks.
IEEE Trans Neural Netw Learn Syst
; PP2023 Feb 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-37022402
7.
Efficient optimization with higher-order ising machines.
Nat Commun
; 14(1): 6033, 2023 Sep 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-37758716
8.
Computing with Residue Numbers in High-Dimensional Representation.
ArXiv
; 2023 Nov 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-37986727
9.
Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware.
IEEE Trans Neural Netw Learn Syst
; 33(4): 1688-1701, 2022 Apr.
Artigo
em Inglês
| MEDLINE | ID: mdl-33351770
10.
Cellular Automata Can Reduce Memory Requirements of Collective-State Computing.
IEEE Trans Neural Netw Learn Syst
; 33(6): 2701-2713, 2022 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-34699370
11.
On separating long- and short-term memories in hyperdimensional computing.
Front Neurosci
; 16: 867568, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36699525
12.
Hyperseed: Unsupervised Learning With Vector Symbolic Architectures.
IEEE Trans Neural Netw Learn Syst
; PP2022 Nov 16.
Artigo
em Inglês
| MEDLINE | ID: mdl-36383581
13.
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks.
IEEE Trans Neural Netw Learn Syst
; 32(8): 3777-3783, 2021 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-32833655
14.
A Comprehensive Study of Complexity and Performance of Automatic Detection of Atrial Fibrillation: Classification of Long ECG Recordings Based on the PhysioNet Computing in Cardiology Challenge 2017.
Biomed Phys Eng Express
; 6(2): 025010, 2020 02 18.
Artigo
em Inglês
| MEDLINE | ID: mdl-33438636
15.
Robust Methods for Automated Selection of Cardiac Signals After Blind Source Separation.
IEEE Trans Biomed Eng
; 65(10): 2248-2258, 2018 10.
Artigo
em Inglês
| MEDLINE | ID: mdl-29993470
16.
Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics.
IEEE Trans Neural Netw Learn Syst
; 29(12): 5880-5898, 2018 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-29993669
17.
Holographic Graph Neuron: A Bioinspired Architecture for Pattern Processing.
IEEE Trans Neural Netw Learn Syst
; 28(6): 1250-1262, 2017 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-26978836