Detalhe da pesquisa
1.
Brain-guided manifold transferring to improve the performance of spiking neural networks in image classification.
J Comput Neurosci
; 51(4): 475-490, 2023 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-37721653
2.
Emergence of Binocular Disparity Selectivity through Hebbian Learning.
J Neurosci
; 38(44): 9563-9578, 2018 10 31.
Artigo
em Inglês
| MEDLINE | ID: mdl-30242050
3.
Oscillations can reconcile slowly changing stimuli with short neuronal integration and STDP timescales.
Network
; 25(1-2): 85-96, 2014.
Artigo
em Inglês
| MEDLINE | ID: mdl-24571100
4.
Optical flow estimation from event-based cameras and spiking neural networks.
Front Neurosci
; 17: 1160034, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37250425
5.
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence.
Sci Adv
; 9(40): eadi1480, 2023 10 06.
Artigo
em Inglês
| MEDLINE | ID: mdl-37801497
6.
Relative spike time coding and STDP-based orientation selectivity in the early visual system in natural continuous and saccadic vision: a computational model.
J Comput Neurosci
; 32(3): 425-41, 2012 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-21938439
7.
STDP allows fast rate-modulated coding with Poisson-like spike trains.
PLoS Comput Biol
; 7(10): e1002231, 2011 Oct.
Artigo
em Inglês
| MEDLINE | ID: mdl-22046113
8.
Analyzing time-to-first-spike coding schemes: A theoretical approach.
Front Neurosci
; 16: 971937, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36225737
9.
Sub-Optimality of the Early Visual System Explained Through Biologically Plausible Plasticity.
Front Neurosci
; 15: 727448, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34602970
10.
Event-Based Trajectory Prediction Using Spiking Neural Networks.
Front Comput Neurosci
; 15: 658764, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34108870
11.
Visualizing a joint future of neuroscience and neuromorphic engineering.
Neuron
; 109(4): 571-575, 2021 02 17.
Artigo
em Inglês
| MEDLINE | ID: mdl-33600754
12.
Oscillations, phase-of-firing coding, and spike timing-dependent plasticity: an efficient learning scheme.
J Neurosci
; 29(43): 13484-93, 2009 Oct 28.
Artigo
em Inglês
| MEDLINE | ID: mdl-19864561
13.
Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron.
Int J Neural Syst
; 30(6): 2050027, 2020 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-32466691
14.
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron.
Front Neurosci
; 13: 625, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-31354403
15.
Deep learning in spiking neural networks.
Neural Netw
; 111: 47-63, 2019 Mar.
Artigo
em Inglês
| MEDLINE | ID: mdl-30682710
16.
Unsupervised learning of visual features through spike timing dependent plasticity.
PLoS Comput Biol
; 3(2): e31, 2007 Feb 16.
Artigo
em Inglês
| MEDLINE | ID: mdl-17305422
17.
STDP Allows Close-to-Optimal Spatiotemporal Spike Pattern Detection by Single Coincidence Detector Neurons.
Neuroscience
; 389: 133-140, 2018 10 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-28668487
18.
Optimal Localist and Distributed Coding of Spatiotemporal Spike Patterns Through STDP and Coincidence Detection.
Front Comput Neurosci
; 12: 74, 2018.
Artigo
em Inglês
| MEDLINE | ID: mdl-30279653
19.
Convis: A Toolbox to Fit and Simulate Filter-Based Models of Early Visual Processing.
Front Neuroinform
; 12: 9, 2018.
Artigo
em Inglês
| MEDLINE | ID: mdl-29563867
20.
Representation learning using event-based STDP.
Neural Netw
; 105: 294-303, 2018 Sep.
Artigo
em Inglês
| MEDLINE | ID: mdl-29894846