Siren

Società Italiana Reti Neuroniche

WIRN 2024

The Italian Workshop on Neural Networks (WIRN) is the annual conference of the Italian Society of Neural Networks (SIREN). The historical venue of the conference, since 1989 is in Vietri Sul Mare, Salerno, Italy. WIRN is a 32-year traditional event devoted to the discussion of novelties and innovations related to field of Artificial Intelligence (AI) and Neural Networks (NN). In recent years, it also became a multidisciplinary forum on psychological and cognitive theories for modelling human behaviours.

CALL FOR PAPERS: Prospective authors are invited to contribute with original, not published elsewhere, high quality papers in the topic areas listed below. Papers will be reviewed by the Program Committee and can be accepted for oral or poster presentation. Accepted contributions will be published in a Springer printed volume indexed by SCOPUS. Authors are limited to one paper per registration, not exceeding 8-10 pages’ limit. Springer Paper format is on: http://www.springer.com/series/8767. Submission is through Easy Chair (Link to be announce).

Selected WIRN 24 conference papers will be invited to submit an extended to Journals’ Special Issues

SPECIAL SESSIONS: Held inside WIRN are dedicated Special sessions devoted to enhancing the theoretical and practical aspects of AI. Proposers must send their proposals, to the WIRN 2024 organizing committee: Anna Esposito, Gennaro Cordasco, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero.
BEST PhD THESIS “Caianiello’s AWARD”: SIREN and the Italian IEEE chapter on System Men and Cybernetics (SMC) are sponsoring the best PhD Thesis published during 2022-2024 with 500 Euro (1 position) and a WIRN 2024 free registration (including social dinner, 1st and 2nd position). PhD graduated must submit the thesis to the Award Committee Anna Esposito, Laura Giarré, Francesco Carlo Morabito, Eros Pasero (Link TBA).
KEYNOTE SPEAKERS: To Be Announced (TBA)

TOPIC AREAS: Topics include, but are not limited to, the following research and application areas:

 

Computational Intelligence:

Neural Networks, Fuzzy Systems, Evolutionary Computation, Swarm Intelligence, Support Vector Machines, Complex Networks, Bayesian, Kernel Networks, Consciousness and Models of Emotion, Cognitive and Psychological Models of Human Behavior

 

Algorithms & Architectures:

Deep Learning Architectures and Deep Neural Networks, , Graph Neural Networks, Explainable and Interpretable Deep learning, Bio-inspired Neural Networks, Wavelet Neural Networks, AI Algorithms for Human Signal Processing and Recognition (Speech, Faces, Gestures, Gaze)

 

Implementations:

Embedded Systems, Neuromorphic Circuits and Hardware, Spike-based VLSI NNs, Intelligent Interactive Dialogue Systems, Embodied Conversational Agents

 

Applications:

Healthcare, Ambient Assistive Living, Data Mining, Finance and Economics, Big Data Analysis, Neuroinformatic and Bioinformatics, Brain-Computer Interface and Systems, Time Series Modelling and Prediction, Process Monitoring and Diagnosis, Intelligent and Adaptive Systems for Human-Machine Interaction.

PAPER SUBMISSION: Important Dates

  • Special Session/Workshop proposals: March 30, 2024
  • PhD thesis submission deadline: March 30, 2024
  • Paper Submission deadline: April 30, 2024 (only an extended abstract on Easy Chair)
  • Notification of acceptance: May 20, 2024
  • Camera-ready copy: June 5, 2024
  • Conference Dates: June 5-7, 2024