Input-Anticipating Critical Reservoirs Show Power Law Forgetting of Unexpected Input Events
نویسندگان
چکیده
منابع مشابه
Input-Anticipating Critical Reservoirs Show Power Law Forgetting of Unexpected Input Events
Usually reservoir computing shows an exponential memory decay. This letter investigates under which circumstances echo state networks can show a power law forgetting. That means traces of earlier events can be found in the reservoir for very long time spans. Such a setting requires critical connectivity exactly at the limit of what is permissible according to the echo state condition. However, ...
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ژورنال
عنوان ژورنال: Neural Computation
سال: 2015
ISSN: 0899-7667,1530-888X
DOI: 10.1162/neco_a_00730