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Alessandro Betti

Back to recurrent processing at the crossroad of transformers and state-space models
2025 · Matteo Tiezzi, Michele Casoni, et al. · Nature Machine Intelligence · 35
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State-space modeling in long sequence processing: a survey on recurrence in the transformer era
2025 · Matteo Tiezzi, Michele Casoni, et al. · Neural Networks · 29
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The principle of least cognitive action
2015 · Alessandro Betti, Marco Gori · Theoretical Computer Science · 25
Cognitive Action Laws: The Case of Visual Features
2019 · Alessandro Betti, Marco Gori, et al. · IEEE Transactions on Neural Networks and Learning Systems · 15
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Local Propagation in Constraint-based Neural Networks
2020 · Giuseppe Marra, Matteo Tiezzi, et al. · International Joint Conference on Neural Networks (IJCNN) · 14
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Local propagation of visual stimuli in focus of attention
2023 · Lapo Faggi, Alessandro Betti, et al. · Neurocomputing · 10
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams
2022 · Matteo Tiezzi, Simone Marullo, et al. · International Joint Conference on Artificial Intelligence · 10
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Backprop Diffusion is Biologically Plausible
2019 · Betti, Alessandro, Gori, Marco · arXiv (Cornell University) · 10
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Learning with constraints
2023 · Marco Gori, Alessandro Betti, et al. · Elsevier eBooks · 9
Learning principles
2023 · Marco Gori, Alessandro Betti, et al. · Elsevier eBooks · 9
Learning visual features under motion invariance
2020 · Alessandro Betti, Marco Gori, et al. · Neural Networks · 8
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Convolutional Networks in Visual Environments
2018 · Betti, Alessandro, Gori, Marco · arXiv (Cornell University) · 7
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Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments
2022 · Enrico Meloni, Alessandro Betti, et al. · Lecture notes in computer science · 6
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Deep Learning to See: Towards New Foundations of Computer Vision
2022 · Alessandro Betti, Marco Gori, et al. · SpringerBriefs in computer science · 6
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Motion Invariance in Visual Environments
2019 · Alessandro Betti, Marco Gori, et al. · International Joint Conference on Artificial Intelligence · 6
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Pitfalls in Processing Infinite-Length Sequences with Popular Approaches for Sequential Data
2024 · Michele Casoni, Tommaso Guidi, et al. · Lecture notes in computer science · 5
Knowledge-Driven Active Learning
2023 · Gabriele Ciravegna, Frédéric Precioso, et al. · Lecture notes in computer science · 5
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Backpropagation and Biological Plausibility
2018 · Betti, Alessandro, Gori, Marco, et al. · arXiv (Cornell University) · 5
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Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks
2018 · Marra, Giuseppe, Zanca, Dario, et al. · arXiv (Cornell University) · 5
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Neural Time-Reversed Generalized Riccati Equation
2024 · Alessandro Betti, Michele Casoni, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
Foveated Neural Computation
2023 · Matteo Tiezzi, Simone Marullo, et al. · Lecture notes in computer science · 4
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Continual Unsupervised Learning for Optical Flow Estimation with Deep Networks
2022 · Marullo, Simone, Tiezzi, Matteo, et al. · HAL · 3
Continual Learning through Hamilton Equations
2022 · Betti, Alessandro, Faggi, Lapo, et al. · HAL · 3
A Unified Framework for Neural Computation and Learning Over Time
2024 · Melacci, Stefano, Betti, Alessandro, et al. · arXiv (Cornell University) · 2
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Machine Learning
2023 · Gori M., Betti A., et al. · Elsevier eBooks · 2
Works count: 73
Citation count: 263
H-index: 9
I10-index: 8
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