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11/05/2019
Thermodynamic Computing
The hardware and software foundations laid in the first half of the 20th...
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06/07/2019
Reliable Classification Explanations via Adversarial Attacks on Robust Networks
Neural Networks (NNs) have been found vulnerable to a class of impercept...
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04/23/2016
Memory and Information Processing in Recurrent Neural Networks
Recurrent neural networks (RNN) are simple dynamical systems whose compu...
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04/11/2015
Hierarchical Composition of Memristive Networks for Real-Time Computing
Advances in materials science have led to physical instantiations of sel...
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01/10/2014
A Comparative Study of Reservoir Computing for Temporal Signal Processing
Reservoir computing (RC) is a novel approach to time series prediction u...
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06/25/2013
Learning, Generalization, and Functional Entropy in Random Automata Networks
It has been shown broeck90:physicalreview,patarnello87:europhys that fee...
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12/08/2012
Computational Capabilities of Random Automata Networks for Reservoir Computing
This paper underscores the conjecture that intrinsic computation is maxi...
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04/20/2011
Emergent Criticality Through Adaptive Information Processing in Boolean Networks
We study information processing in populations of Boolean networks with ...
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03/29/2007