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Reservoir Computing Workshop 2020 : The 2nd International Workshop on Reservoir Computing
Reservoir Computing Workshop 2020 : The 2nd International Workshop on Reservoir Computing

Reservoir Computing Workshop 2020 : The 2nd International Workshop on Reservoir Computing

Bratislava, Slovakia
Event Date: September 15, 2020 - September 18, 2020
Submission Deadline: March 31, 2020
Notification of Acceptance: May 31, 2020
Camera Ready Version Due: June 15, 2020




About

Reservoir Computing (RC) denotes a class of recurrent neural models whose dynamics are left unadapted after initialization. The approach is appealing for several reasons, among which fast training, neuromorphic hardware implementations, and a natural propensity to edge computing.

In the wake of the success of the first edition, the 2nd International Workshop on Reservoir Computing (RC 2020) intends to bring together researchers to discuss the state-of-the-art and open challenges in the field of RC, in all its declinations. These include, among the others, new models of Echo State Networks and Liquid State Machines, non-conventional hardware (e.g., photonic) implementations of RC systems, applications to problems of AI size with human-level performance, emerging paradigms (e.g., conceptors), RC for structured data, deep RC, hybrid RC/fully trained RNN models, and many more. The workshop provides an open forum for researchers to meet and present recent contributions and ideas in a fervid and highly interdisciplinary environment. Industrial contributions are welcome.


Call for Papers

Potential topics of interest for the workshop include (without being limited to) the following:

  • Echo State Networks, Liquid State Machines
  • Neuromorphic computing and Non-conventional hardware implementations of RC
  • Theoretical analysis of Reservoir Computing
  • Hybrids of fully-trained and RC models
  • Deep Reservoir Computing
  • Reservoir Computing for structured data (trees, graphs, networks, ...)
  • Conceptors
  • Time-delay Reservoir Computing
  • Reservoir Computing in Neuroscience
  • Reservoir Computing for AI applications (e.g., vision, natural language processing, etc.)
  • Statistical Learning Theory of Reservoir Computing networks
  • Ensemble learning and Reservoir Computing
  • Reservoir dimensionality reduction, efficient reservoir hyper-parameter search and learning



Summary

Reservoir Computing Workshop 2020 : The 2nd International Workshop on Reservoir Computing will take place in Bratislava, Slovakia. It’s a 4 days event starting on Sep 15, 2020 (Tuesday) and will be winded up on Sep 18, 2020 (Friday).

Reservoir Computing Workshop 2020 falls under the following areas: NEURAL NETWORKS, MACHINE LEARNING, RESERVOIR COMPUTING, ECHO STATE NETWORKS, etc. Submissions for this Workshop can be made by Mar 31, 2020. Authors can expect the result of submission by May 31, 2020. Upon acceptance, authors should submit the final version of the manuscript on or before Jun 15, 2020 to the official website of the Workshop.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the Reservoir Computing Workshop 2020

  • Short Name: Reservoir Computing Workshop 2020
  • Full Name: The 2nd International Workshop on Reservoir Computing
  • Timing: 09:00 AM-06:00 PM (expected)
  • Fees: Check the official website of Reservoir Computing Workshop 2020
  • Event Type: Workshop
  • Website Link: https://sites.google.com/view/reservoircomputing2020/
  • Location/Address: Bratislava, Slovakia


Credits and Sources

[1] Reservoir Computing Workshop 2020 : The 2nd International Workshop on Reservoir Computing


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