| A systematic study of the class imbalance problem in convolutional neural networks |
148 |
| Recent advances in physical reservoir computing: A review |
80 |
| Deep learning in spiking neural networks |
71 |
| Continual lifelong learning with neural networks: A review |
68 |
| STDP-based spiking deep convolutional neural networks for object recognition |
58 |
| Multivariate LSTM-FCNs for time series classification |
43 |
| Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control |
40 |
| Passivity analysis of delayed reaction-diffusion memristor-based neural networks |
39 |
| Inter-class sparsity based discriminative least square regression |
37 |
| Finite-time synchronization of stochastic coupled neural networks subject to Markovian switching and input saturation |
35 |
| New results on global exponential dissipativity analysis of memristive inertial neural networks with distributed time-varying delays |
35 |
| Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram |
34 |
| Nonlinear recurrent neural networks for finite-time solution of general time-varying linear matrix equations |
33 |
| Correlation-based channel selection and regularized feature optimization for MI-based BCI |
32 |
| Boundedness and global robust stability analysis of delayed complex-valued neural networks with interval parameter uncertainties |
31 |
| Switching event-triggered control for global stabilization of delayed memristive neural networks: An exponential attenuation scheme |
30 |
| Deep neural network concepts for background subtraction: A systematic review and comparative evaluation |
29 |
| Optimal approximation of piecewise smooth functions using deep ReLU neural networks |
29 |
| Towards correlation-based time window selection method for motor imagery BCIs |
28 |
| Stability analysis for discrete-time stochastic memristive neural networks with both leakage and probabilistic delays |
27 |
| Impact of leakage delay on bifurcation in high-order fractional BAM neural networks |
27 |
| General memristor with applications in multilayer neural networks |
27 |
| H-infinity state estimation of stochastic memristor-based neural networks with time-varying delays |
26 |
| Global stabilization analysis of inertial memristive recurrent neural networks with discrete and distributed delays |
25 |
| Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods |
25 |
| Fixed-time stabilization of impulsive Cohen-Grossberg BAM neural networks |
24 |
| Fixed-time synchronization of inertial memristor-based neural networks with discrete delay |
24 |
| An approximation algorithm for graph partitioning via deterministic annealing neural network |
24 |
| A comparison of deep networks with ReLU activation function and linear spline-type methods |
24 |
| Enhancing images of shale formations by a hybrid stochastic and deep learning algorithm |
23 |
| Soft plus Hardwired attention: An LSTM framework for human trajectory prediction and abnormal event detection |
23 |
| Echo state networks are universal |
23 |
| Global exponential stability and lag synchronization for delayed memristive fuzzy Cohen-Grossberg BAM neural networks with impulses |
22 |
| Fixed-time synchronization of quaternion-valued memristive neural networks with time delays |
22 |
| Global Mittag-Leffler stability and synchronization analysis of fractional-order quaternion-valued neural networks with linear threshold neurons |
22 |
| Quasi-projective synchronization of fractional-order complex-valued recurrent neural networks |
21 |
| Global exponential synchronization of multiple coupled inertial memristive neural networks with time-varying delay via nonlinear coupling |
21 |
| Unified synchronization criteria in an array of coupled neural networks with hybrid impulses |
20 |
| Finite-time cluster synchronization for a class of fuzzy cellular neural networks via non-chattering quantized controllers |
20 |
| Bipartite synchronization in coupled delayed neural networks under pinning control |
19 |
| Synchronization criteria for inertial memristor-based neural networks with linear coupling |
18 |
| Novel bifurcation results for a delayed fractional-order quaternion-valued neural network |
18 |
| Synchronization in uncertain fractional-order memristive complex-valued neural networks with multiple time delays |
18 |
| Stability analysis of Cohen-Grossberg neural networks of neutral-type: Multiple delays case |
17 |
| Delay-dependent criterion for asymptotic stability of a class of fractional-order memristive neural networks with time-varying delays |
17 |
| Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances |
17 |
| Beyond Low-Rank Representations: Orthogonal clustering basis reconstruction with optimized graph structure for multi-view spectral clustering |
17 |
| Robust generalized Mittag-Leffler synchronization of fractional order neural networks with discontinuous activation and impulses |
16 |
| Synchronization-induced spike termination in networks of bistable neurons |
16 |
| A deep belief network with PLSR for nonlinear system modeling |
15 |
