Zobrazeno 1 - 10
of 84
pro vyhledávání: '"Mayer, Norbert"'
Autor:
Mayer, Norbert Michael, Obst, Oliver
This work joins aspects of reservoir optimization, information-theoretic optimal encoding, and at its center fractal analysis. We build on the observation that, due to the recursive nature of recurrent neural networks, input sequences appear as fract
Externí odkaz:
http://arxiv.org/abs/2205.09348
Autor:
Mayer, Norbert Michael
The manuscript discusses still preliminary considerations with regard to the dynamics and kinematics of an egg shaped robot with an gyro driven inertia actuator. The method of calculation follows the idea that we would like to express the entire dyna
Externí odkaz:
http://arxiv.org/abs/1801.03651
Autor:
Mayer, Norbert Michael
The paper investigates a new type of truly critical echo state networks where individual transfer functions for every neuron can be modified to anticipate the expected next input. Deviations from expected input are only forgotten slowly in power law
Externí odkaz:
http://arxiv.org/abs/1606.03674
Autor:
Mayer, Norbert Michael, Yu, Ying-Hao
Publikováno v:
Cogn Comput (2017) 9:379-390
We report about probabilistic likelihood estimates that are performed on time series using an echo state network with orthogonal recurrent connectivity. The results from tests using synthetic stochastic input time series with temporal inference indic
Externí odkaz:
http://arxiv.org/abs/1601.05911
Autor:
Mayer, Norbert Michael
Publikováno v:
Entropy 2017, 19(1), 3
Recurrent networks with transfer functions that fulfill the Lipschitz continuity with K=1 may be echo state networks if certain limitations on the recurrent connectivity are applied. It has been shown that it is sufficient if the largest singular val
Externí odkaz:
http://arxiv.org/abs/1411.6757
Autor:
Mayer, Norbert Michael
Publikováno v:
Neural Computation May 2015, Vol. 27, No. 5: 1102-1119
Usually, reservoir computing shows an exponential memory decay. This paper 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 tim
Externí odkaz:
http://arxiv.org/abs/1404.6334
Autor:
Mayer, Norbert Michael
The paper discusses a connection between asymmetric reproduction -- that is reproduction in a parent-child relationship where the parent does not mutate during reproduction --, the fact that all non-viral lifeforms bear genes of their reproduction ma
Externí odkaz:
http://arxiv.org/abs/1402.0275
Autor:
Mayer, Norbert Michael.
Göttingen, Univ., Diss., 2000.
Externí odkaz:
http://webdoc.sub.gwdg.de/diss/2001/mayer/arbeit.pdf
http://deposit.ddb.de/cgi-bin/dokserv?idn=961359307
http://deposit.ddb.de/cgi-bin/dokserv?idn=961359307