126 results on '"Micheli, Alessio"'
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2. Internet of Robotic Things – Converging Sensing/Actuating, Hyperconnectivity, Artificial Intelligence and IoT Platforms
3. Deep Learning in Cheminformatics
4. Hierarchical Dynamics in Deep Echo State Networks
5. Echo state networks for the recognition of type 1 Brugada syndrome from conventional 12-LEAD ECG
6. Classification of Biochemical Pathway Robustness with Neural Networks for Graphs
7. Benchmarking Reservoir and Recurrent Neural Networks for Human State and Activity Recognition
8. Deep Reservoir Computing
9. Exploiting the structure of biochemical pathways to investigate dynamical properties with neural networks for graphs
10. PyDGN: a Python Library for Flexible and Reproducible Research on Deep Learning for Graphs
11. Addressing heterophily in node classification with graph echo state networks
12. Time Series Clustering with Deep Reservoir Computing
13. Deep Learning for Graphs
14. A Preliminary Investigation of Machine Learning Approaches for Mobility Monitoring from Smartphone Data
15. Fast Spectral Radius Initialization for Recurrent Neural Networks
16. Question Classification with Untrained Recurrent Embeddings
17. Richness of Deep Echo State Network Dynamics
18. Reservoir Topology in Deep Echo State Networks
19. Continuous Blood Pressure Estimation Through Optimized Echo State Networks
20. Estimation of COD from UV-Vis Spectrometer Exploiting Machine Learning in Leather Industries Wastewater
21. Hierarchical Temporal Representation in Linear Reservoir Computing
22. Combining Memory and Non-linearity in Echo State Networks
23. ITAmoji 2018: Emoji Prediction via Tree Echo State Networks
24. Graph Representation Learning
25. Hidden Markov Models for Temporal Graph Representation Learning
26. Richness of Node Embeddings in Graph Echo State Networks
27. Entropy Based Regularization Improves Performance in the Forward-Forward Algorithm
28. Spectral Bounds for Graph Echo State Network Stability
29. Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
30. Discrete-time dynamic graph echo state networks
31. Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing
32. A Benchmark Dataset for Human Activity Recognition and Ambient Assisted Living
33. A Reservoir Computing Approach for Balance Assessment
34. Architectural richness in deep reservoir computing
35. Beyond Homophily with Graph Echo State Networks
36. On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies
37. Input Routed Echo State Networks
38. Pyramidal Reservoir Graph Neural Network
39. A preliminary evaluation of Echo State Networks for Brugada syndrome classification
40. Smart Environments and Context-Awareness for Lifestyle Management in a Healthy Active Ageing Framework
41. In silico modeling of biochemical pathways
42. Robot Localization by Echo State Networks Using RSS
43. Modeling Bi-directional Tree Contexts by Generative Transductions
44. TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence
45. Phase Transition Adaptation
46. Federated Reservoir Computing Neural Networks
47. Modeling Edge Features with Deep Bayesian Graph Networks
48. Guest Editorial: Trends in Reservoir Computing
49. A Deep Graph Network–Enhanced Sampling Approach to Efficiently Explore the Space of Reduced Representations of Proteins
50. An Experimental Evaluation of Reservoir Computation for Ambient Assisted Living
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