Self-organized atomic switch networks

作者: Adam Z. Stieg , Audrius V. Avizienis , Henry O. Sillin , Cristina Martin-Olmos , Miu-Ling Lam

DOI: 10.7567/JJAP.53.01AA02

关键词: Topology (chemistry)Complex systemFractalNeuromorphic engineeringTopologyComputer scienceNanotechnologyComputationNonlinear systemDynamical systems theoryDissipative system

摘要: The spontaneous emergence of complex behavior in dynamical systems occurs through the collective interaction nonlinear elements toward a highly correlated, non-equilibrium critical state. Criticality has been proposed as model for understanding complexity whose can be approximated state lying somewhere between order and chaos. Here we present unique, purpose-built devices, known atomic switch networks (ASN), specifically designed to generate class emergent properties which underlie dynamics systems. network is an open, dissipative system comprised interconnected (∼109/cm2) interfaces wired electroless deposition metallic silver fractal architectures. functional topology ASN architectures self-organizes produce persistent without fine-tuning, indicating capacity memory learning via states potential utility real-time, neuromorphic computation.

参考文章(44)
Tsuyoshi Hasegawa, Alpana Nayak, Takeo Ohno, Kazuya Terabe, Tohru Tsuruoka, James K. Gimzewski, Masakazu Aono, Memristive operations demonstrated by gap-type atomic switches Applied Physics A. ,vol. 102, pp. 811- 815 ,(2011) , 10.1007/S00339-011-6317-0
Audrius V. Avizienis, Henry O. Sillin, Cristina Martin-Olmos, Hsien Hang Shieh, Masakazu Aono, Adam Z. Stieg, James K. Gimzewski, Neuromorphic Atomic Switch Networks PLOS ONE. ,vol. 7, ,(2012) , 10.1371/JOURNAL.PONE.0042772
Jeffrey Goldstein, Emergence as a Construct: History and Issues Emergence. ,vol. 1, pp. 49- 72 ,(1999) , 10.1207/S15327000EM0101_4
K. Terabe, T. Hasegawa, T. Nakayama, M. Aono, Quantized conductance atomic switch Nature. ,vol. 433, pp. 47- 50 ,(2005) , 10.1038/NATURE03190
Takeo Ohno, Tsuyoshi Hasegawa, Tohru Tsuruoka, Kazuya Terabe, James K. Gimzewski, Masakazu Aono, Short-term plasticity and long-term potentiation mimicked in single inorganic synapses Nature Materials. ,vol. 10, pp. 591- 595 ,(2011) , 10.1038/NMAT3054
Masakazu Aono, Tsuyoshi Hasegawa, The Atomic Switch Proceedings of the IEEE. ,vol. 98, pp. 2228- 2236 ,(2010) , 10.1109/JPROC.2010.2061830
Rainer Waser, Regina Dittmann, Georgi Staikov, Kristof Szot, Redox‐Based Resistive Switching Memories – Nanoionic Mechanisms, Prospects, and Challenges Advanced Materials. ,vol. 21, pp. 2632- 2663 ,(2009) , 10.1002/ADMA.200900375
Tsuyoshi Hasegawa, Takeo Ohno, Kazuya Terabe, Tohru Tsuruoka, Tomonobu Nakayama, James K. Gimzewski, Masakazu Aono, Learning Abilities Achieved by a Single Solid‐State Atomic Switch Advanced Materials. ,vol. 22, pp. 1831- 1834 ,(2010) , 10.1002/ADMA.200903680
John M. Beggs, Dietmar Plenz, Neuronal Avalanches in Neocortical Circuits The Journal of Neuroscience. ,vol. 23, pp. 11167- 11177 ,(2003) , 10.1523/JNEUROSCI.23-35-11167.2003