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:
|
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
|
Credits and Sources |
[1] Reservoir Computing Workshop 2020 : The 2nd International Workshop on Reservoir Computing |