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A Unified Framework for Neural Computation and Learning Over Time
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2024
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Stefano Melacci
Alessandro Betti
Michele Casoni
Tommaso Guidi
Matteo Tiezzi
Marco Gori
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Dynamic Decoupling of Placid Terminal Attractor-based Gradient Descent
Algorithm
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2024
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Jinwei Zhao
Marco Gori
Alessandro Betti
Stefano Melacci
Hongtao Zhang
Jiedong Liu
Xin Hong Hei
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A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning
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2024
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Alessandro Betti
Gabriele Ciravegna
Marco Gori
Stefano Melacci
Kevin Mottin
Fŕed́eric Precioso
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State-Space Modeling in Long Sequence Processing: A Survey on Recurrence
in the Transformer Era
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2024
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Matteo Tiezzi
Michele Casoni
Alessandro Betti
Marco Gori
Stefano Melacci
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Neural Time-Reversed Generalized Riccati Equation
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2024
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Alessandro Betti
Michele Casoni
Marco Gori
Simone Marullo
Stefano Melacci
Matteo Tiezzi
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A free boundary singular transport equation as a formal limit of a discrete dynamical system
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2024
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Giovanni Bellettini
Alessandro Betti
Maurizio Paolini
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On the Resurgence of Recurrent Models for Long Sequences -- Survey and
Research Opportunities in the Transformer Era
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2024
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Matteo Tiezzi
Michele Casoni
Alessandro Betti
Tommaso Guidi
Marco Gori
Stefano Melacci
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Nature-Inspired Local Propagation
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2024
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Alessandro Betti
Marco Gori
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Local propagation of visual stimuli in focus of attention
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2023
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Lapo Faggi
Alessandro Betti
Dario Zanca
Stefano Melacci
Marco Gori
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PDF
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Knowledge-Driven Active Learning
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2023
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Gabriele Ciravegna
Fŕed́eric Precioso
Alessandro Betti
Kevin Mottin
Marco Gori
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Neural Time-Reversed Generalized Riccati Equation
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2023
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Alessandro Betti
Michele Casoni
Marco Gori
Simone Marullo
Stefano Melacci
Matteo Tiezzi
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PDF
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PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks
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2022
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Enrico Meloni
Lapo Faggi
Simone Marullo
Alessandro Betti
Matteo Tiezzi
Marco Gori
Stefano Melacci
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Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams
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2022
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Matteo Tiezzi
Simone Marullo
Lapo Faggi
Enrico Meloni
Alessandro Betti
Stefano Melacci
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PDF
Chat
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Knowledge-driven Active Learning
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2022
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Gabriele Ciravegna
Fŕed́eric Precioso
Alessandro Betti
Kevin Mottin
Marco Gori
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PDF
Chat
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Knowledge-driven Active Learning
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2022
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Gabriele Ciravegna
Fŕed́eric Precioso
Alessandro Betti
Kevin Mottin
Marco Gori
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PDF
Chat
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Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments
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2022
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Enrico Meloni
Alessandro Betti
Lapo Faggi
Simone Marullo
Matteo Tiezzi
Stefano Melacci
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Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams
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2022
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Matteo Tiezzi
Simone Marullo
Lapo Faggi
Enrico Meloni
Alessandro Betti
Stefano Melacci
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Deep Learning to See
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2022
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Alessandro Betti
Marco Gori
Stefano Melacci
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PDF
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Deep Learning to See: Towards New Foundations of Computer Vision
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2022
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Alessandro Betti
Marco Gori
Stefano Melacci
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A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery
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2022
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Alessandro Betti
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A free boundary singular transport equation as a formal limit of a discrete dynamical system
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2022
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Giovanni Bellettini
Alessandro Betti
Maurizio Paolini
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PARTIME: Scalable and Parallel Processing Over Time with Deep Neural Networks
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2022
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Enrico Meloni
Lapo Faggi
Simone Marullo
Alessandro Betti
Matteo Tiezzi
Marco Gori
Stefano Melacci
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Forward Approximate Solution for Linear Quadratic Tracking
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2022
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Alessandro Betti
Michele Casoni
Marco Gori
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Can machines learn to see without visual databases?
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2021
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Alessandro Betti
Marco Gori
Stefano Melacci
Marcello Pelillo
Fabio Roli
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A Multi-Stage model based on YOLOv3 for defect detection in PV panels based on IR and Visible Imaging by Unmanned Aerial Vehicle
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2021
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Antonio Di Tommaso
Alessandro Betti
Giacomo Fontanelli
Benedetto Michelozzi
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Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments
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2021
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Enrico Meloni
Alessandro Betti
Lapo Faggi
Simone Marullo
Matteo Tiezzi
Stefano Melacci
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Developing Constrained Neural Units Over Time
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2020
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Alessandro Betti
Marco Gori
Simone Marullo
Stefano Melacci
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On the Role of Time in Learning
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2020
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Alessandro Betti
Marco Gori
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PDF
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Developing Constrained Neural Units Over Time
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2020
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Alessandro Betti
Marco Gori
Simone Marullo
Stefano Melacci
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PDF
Chat
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Backprop Diffusion is Biologically Plausible
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2020
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Alessandro Betti
Marco Gori
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PDF
Chat
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Wave Propagation of Visual Stimuli in Focus of Attention
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2020
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Lapo Faggi
Alessandro Betti
Dario Zanca
Stefano Melacci
Marco Gori
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PDF
Chat
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Learning visual features under motion invariance
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2020
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Alessandro Betti
Marco Gori
Stefano Melacci
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Real-Time target detection in maritime scenarios based on YOLOv3 model.
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2020
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Alessandro Betti
Benedetto Michelozzi
Andrea Bracci
Andrea Masini
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Local Propagation in Constraint-based Neural Network
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2020
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Giuseppe Marra
Matteo Tiezzi
Stefano Melacci
Alessandro Betti
Marco Maggini
Marco Gori
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Focus of Attention Improves Information Transfer in Visual Features
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2020
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Matteo Tiezzi
Stefano Melacci
Alessandro Betti
Marco Maggini
Marco Gori
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An Optimal Control Approach to Learning in SIDARTHE Epidemic model
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2020
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Andrea Zugarini
Enrico Meloni
Alessandro Betti
Andrea Panizza
Marco Corneli
Marco Gori
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Developing Constrained Neural Units Over Time
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2020
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Alessandro Betti
Marco Gori
Simone Marullo
Stefano Melacci
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Real-Time target detection in maritime scenarios based on YOLOv3 model
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2020
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Alessandro Betti
Benedetto Michelozzi
Andrea Bracci
Andrea Masini
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Learning Visual Features Under Motion Invariance
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2019
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Alessandro Betti
Marco Gori
Stefano Melacci
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Motion Invariance in Visual Environments
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2019
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Alessandro Betti
Marco Gori
Stefano Melacci
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On the Role of Time in Learning
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2019
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Alessandro Betti
Marco Gori
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PDF
Chat
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Cognitive Action Laws: The Case of Visual Features
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2019
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Alessandro Betti
Marco Gori
Stefano Melacci
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PDF
Chat
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Least Action Principles and Well-Posed Learning Problems
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2019
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Alessandro Betti
Marco Gori
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Spatiotemporal Local Propagation
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2019
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Alessandro Betti
Marco Gori
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+
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Backprop Diffusion is Biologically Plausible
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2019
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Alessandro Betti
Marco Gori
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+
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Learning Visual Features Under Motion Invariance
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2019
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Alessandro Betti
Marco Gori
Stefano Melacci
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+
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Least Action Principles and Well-Posed Learning Problems
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2019
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Alessandro Betti
Marco Gori
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+
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On the Role of Time in Learning
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2019
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Alessandro Betti
Marco Gori
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+
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Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks.
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2018
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Giuseppe Marra
Dario Zanca
Alessandro Betti
Marco Gori
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Cognitive Action Laws: The Case of Visual Features
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2018
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Alessandro Betti
Marco Gori
Stefano Melacci
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+
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Motion Invariance in Visual Environments
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2018
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Alessandro Betti
Marco Gori
Stefano Melacci
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+
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Trees in the Real Field
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2018
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Alessandro Betti
Marco Gori
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+
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Convolutional Networks in Visual Environments
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2018
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Alessandro Betti
Marco Gori
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+
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Generalization in quasi-periodic environments
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2018
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Giovanni Bellettini
Alessandro Betti
Marco Gori
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+
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Backpropagation and Biological Plausibility
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2018
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Alessandro Betti
Marco Gori
Giuseppe Marra
|
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PDF
Chat
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Large-N ℂ ℙ N − 1 $$ \mathbb{C}{\mathrm{\mathbb{P}}}^{\mathrm{N}-1} $$ sigma model on a finite interval and the renormalized string energy
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2018
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Alessandro Betti
Stefano Bolognesi
Sven Bjarke Gudnason
Kenichi Konishi
Keisuke Ohashi
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Cognitive Action Laws: The Case of Visual Features
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2018
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Alessandro Betti
Marco Gori
Stefano Melacci
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+
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Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks
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2018
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Giuseppe Marra
Dario Zanca
Alessandro Betti
Marco Gori
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+
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Motion Invariance in Visual Environments
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2018
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Alessandro Betti
Marco Gori
Stefano Melacci
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+
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Trees in the Real Field
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2018
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Alessandro Betti
Marco Gori
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+
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Convolutional Networks in Visual Environments
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2018
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Alessandro Betti
Marco Gori
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