Video Grading of Oranges in Real-Time. - Michael Recce; Alessio Plebe; Giuseppe Tropiano; John Taylor (Artif. Intell. Rev., 1998)

Neural Networks in Circuit Simulators. - Alessio Plebe; Marcello A. Anile; Salvatore Rinaudo (ICANN, 2001)

Noise Filtering of Periodic Image Sequences. - Alessio Plebe (ICIAP, 2001)

Localization of spherical fruits for robotic harvesting. - Alessio Plebe; Giorgio M. Grasso (Mach. Vis. Appl., 2001)

An Effective Traveling Salesman Problem Solver Based on Self-Organizing Map. - Alessio Plebe (ICANN, 2002)

A Neural-Network-Based Approach to the Double Traveling Salesman Problem. - Alessio Plebe; Angelo Marcello Anile (Neural Comput., 2002)

A Neural Model of Human Object Recognition Development. - Rosaria Grazia Domenella; Alessio Plebe (BVAI, 2005)

The Emergence of Visual Object Recognition. - Alessio Plebe; Rosaria Grazia Domenella (ICANN (1), 2005)

Learning Visual Invariance. - Alessio Plebe (ESANN, 2006)

A model of angle selectivity development in visual area V2. - Alessio Plebe (Neurocomputing, 2007)

Object recognition by artificial cortical maps. - Alessio Plebe; Rosaria Grazia Domenella (Neural Networks, 2007)

First Words Learning: A Cortical Model. - Alessio Plebe; Marco Mazzone; Vivian M. De La Cruz (Cogn. Comput., 2010)

In Learning Nouns and Adjectives Remembering Matters: A Cortical Model. - Alessio Plebe; Vivian M. De La Cruz; Marco Mazzone (Cognitive Aspects of Computational Language Acquisition, 2013)

Biologically Plausible Modelling of Morality. - Alessio Plebe (AIC, 2014)

A Neural Model of Moral Decisions. - Alessio Plebe (IJCCI (NCTA), 2014)

The Brain in Silicon: History, and Skepticism. - Alessio Plebe; Giorgio M. Grasso (HaPoC, 2015)

Software, Is It Poetry or Prose?. - Iaakov Exman; Alessio Plebe (SKY, 2015)

Software Is Part Poetry, Part Prose. - Iaakov Exman; Alessio Plebe (IC3K, 2015)

Neurocomputational model of moral behaviour. - Alessio Plebe (Biol. Cybern., 2015)

What is 'wrong' in a neural model. - Alessio Plebe (Cogn. Syst. Res., 2016)

Neural plasticity and concepts ontogeny. - Alessio Plebe; Marco Mazzone (Synth., 2016)

Neural Representations Beyond "Plus X". - Alessio Plebe; Vivian M. De La Cruz (Minds Mach., 2018)

Deep learning and embodiment. - Pietro Perconti; Alessio Plebe (AIC, 2019)

Assessing Social Driving Behavior. - Giorgio M. Grasso; Pietro Perconti; Alessio Plebe (IHSI, 2019)

Evaluating Mentalization during Driving. - Giorgio M. Grasso; Chiara Lucifora; Pietro Perconti; Alessio Plebe (VEHITS, 2019)

The Unbearable Shallow Understanding of Deep Learning. - Alessio Plebe; Giorgio M. Grasso (Minds Mach., 2019)

Integrating Human Acceptable Morality in Autonomous Vehicles. - Giorgio M. Grasso; Chiara Lucifora; Pietro Perconti; Alessio Plebe (IHSI, 2020)

Neural Semantic Pointers in Context. - Alessio Plebe; Arianna Pavone (IJCCI, 2020)

Revising Conceptual Similarity by Neural Networks. - Arianna Pavone; Alessio Plebe (IJCCI, 2021)

How Neurons in Deep Models Relate with Neurons in the Brain. - Arianna Pavone; Alessio Plebe (Algorithms, 2021)

Moral reasoning and automatic risk reaction during driving. - Chiara Lucifora; Giorgio Mario Grasso; Pietro Perconti; Alessio Plebe (Cogn. Technol. Work., 2021)

Resolving Linguistic Ambiguities by Visual Context. - Arianna Pavone; Alessio Plebe (SN Comput. Sci., 2022)

Do Machines Really Understand Meaning? (Again). - Pietro Perconti; Alessio Plebe (J. Artif. Intell. Conscious., 2023)

Social Sentience in Neural Language Models (short paper). - Alessandro Acciai; Pietro Perconti; Alessio Plebe (AIxPAC@AI*IA, 2024)

Making sense of transformer success. - Nicola Angius; Pietro Perconti; Alessio Plebe; Alessandro Acciai (Frontiers Artif. Intell., 2025)