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Bilingual Speech Recognition based on Deep Neural Networks and Directed Acyclic Word Graphs PROCEEDINGS ARTICLE published November 2019 in 2019 International Conference on Data Mining Workshops (ICDMW) |
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Adaptive Distributed Observer for an Uncertain Leader over Directed Acyclic Graphs BOOK CHAPTER published 2019 in Advances in Neural Networks – ISNN 2019 |
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Stochastic Tucker-Decomposed Recurrent Neural Networks for Forecasting PROCEEDINGS ARTICLE published November 2019 in 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) |
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Locality Preserving Projection via Deep Neural Network PROCEEDINGS ARTICLE published July 2019 in 2019 International Joint Conference on Neural Networks (IJCNN) |
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Global Synchronization of Clocks in Directed Rooted Acyclic Graphs: A Hybrid Systems Approach PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE 58th Conference on Decision and Control (CDC) |
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Stochastic Resonance Enables BPP/log* Complexity and Universal Approximation in Analog Recurrent Neural Networks PROCEEDINGS ARTICLE published July 2019 in 2019 International Joint Conference on Neural Networks (IJCNN) |
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On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural Networks PROCEEDINGS ARTICLE published July 2019 in 2019 International Joint Conference on Neural Networks (IJCNN) |
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Practical stochastic separation theorems for product distributions PROCEEDINGS ARTICLE published July 2019 in 2019 International Joint Conference on Neural Networks (IJCNN) |
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Directed Acyclic Graph as Tangle: an IoT Alternative to Blockchains PROCEEDINGS ARTICLE published November 2019 in 2019 27th Telecommunications Forum (TELFOR) |
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Automatic Configuration of Deep Neural Networks with Parallel Efficient Global Optimization PROCEEDINGS ARTICLE published July 2019 in 2019 International Joint Conference on Neural Networks (IJCNN) |
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Exponential stability of neural stochastic Hopfield neural networks with time varying delays PROCEEDINGS ARTICLE published August 2019 in 2019 IEEE Conference on Control Technology and Applications (CCTA) |
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Multi-lag stochastic synchronization of coupled neural networks via impulsive control PROCEEDINGS ARTICLE published July 2019 in 2019 Chinese Control Conference (CCC) |
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Electrical Annealing and Stochastic Resonance in Low Barrier Perpendicular Nanomagnets for Oscillatory Neural Networks PROCEEDINGS ARTICLE published June 2019 in 2019 Device Research Conference (DRC) |
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Simulating Brain Interaction of Synaptic Potentials and Postsynaptic Inhibition BOOK CHAPTER published 2010 in Intelligent Engineering Systems through Artificial Neural Networks, Volume 20 |
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Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity PROCEEDINGS ARTICLE published July 2019 in 2019 International Joint Conference on Neural Networks (IJCNN) |
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Finite-Time Synchronization of Coupled Memristive Neural Networks Subject to Stochastic Link Uncertainties and Attacks PROCEEDINGS ARTICLE published July 2019 in 2019 Chinese Control Conference (CCC) |
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Machine Learning Meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE Global Communications Conference (GLOBECOM) |
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Coverage Analysis for mmWave-Enabled V2X Networks via Stochastic Geometry PROCEEDINGS ARTICLE published December 2019 in 2019 IEEE Global Communications Conference (GLOBECOM) |
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Scaling Deep Spiking Neural Networks with Binary Stochastic Activations PROCEEDINGS ARTICLE published July 2019 in 2019 IEEE International Conference on Cognitive Computing (ICCC) |
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Real-Time Pore Pressure Prediction in Depleted Reservoirs Using Regression Analysis and Artificial Neural Networks PROCEEDINGS ARTICLE published 15 March 2019 in Day 3 Wed, March 20, 2019 |