Memristors as Synapses in Artificial Neural Networks: Biomimicry Beyond Weight Change
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Andrew J. Lohn | Patrick R. Mickel | James B. Aimone | Erik DeBenedictis | Matthew J. Marinella | M. Marinella | A. Lohn | J. Aimone | E. Debenedictis | P. Mickel
[1] John F. Conley,et al. Resistive switching in zinc–tin-oxide , 2013 .
[2] A. Thomas,et al. Memristor-based neural networks , 2013 .
[3] C. Barnes,et al. Neural plasticity in the ageing brain , 2006, Nature Reviews Neuroscience.
[4] M. Kozicki,et al. Silver incorporation in Ge-Se glasses used in programmable metallization cell devices , 2002 .
[5] L. Chua. Memristor-The missing circuit element , 1971 .
[6] F. Attneave,et al. The Organization of Behavior: A Neuropsychological Theory , 1949 .
[7] Conrad D. James,et al. Degenerate Resistive Switching and Ultrahigh Density Storage in Resistive Memory , 2014, ArXiv.
[8] D. Feldman. The Spike-Timing Dependence of Plasticity , 2012, Neuron.
[9] Christofer Toumazou,et al. Two centuries of memristors. , 2012, Nature materials.
[10] Kinam Kim,et al. In situ observation of filamentary conducting channels in an asymmetric Ta2O5−x/TaO2−x bilayer structure , 2013, Nature Communications.
[11] J. Yang,et al. Anatomy of a Nanoscale Conduction Channel Reveals the Mechanism of a High‐Performance Memristor , 2011, Advanced materials.
[12] Joseph E LeDoux,et al. Structural plasticity and memory , 2004, Nature Reviews Neuroscience.
[13] S. Ambrogio,et al. Spike-timing dependent plasticity in a transistor-selected resistive switching memory , 2013, Nanotechnology.
[14] M. Marinella,et al. Isothermal Switching and Detailed Filament Evolution in Memristive Systems , 2014, Advanced materials.
[15] S. Rhee,et al. Resistance Switching Behaviors of Hafnium Oxide Films Grown by MOCVD for Nonvolatile Memory Applications , 2008 .
[16] Fred H. Gage,et al. Neurogenesis in the Adult Brain , 2002, The Journal of Neuroscience.
[17] Ryoichiro Kageyama,et al. Roles of continuous neurogenesis in the structural and functional integrity of the adult forebrain , 2008, Nature Neuroscience.
[18] Jun Noguchi,et al. Structural dynamics of dendritic spines in memory and cognition , 2010, Trends in Neurosciences.
[19] M. Kozicki,et al. Programmable metallization cell memory based on Ag-Ge-S and Cu-Ge-S solid electrolytes , 2005, Symposium Non-Volatile Memory Technology 2005..
[20] Jim Hutchby,et al. Assessment of the Potential & Maturity of Selected Emerging Research Memory Technologies Workshop & ERD/ERM Working Group Meeting (April 6-7, 2010) , 2010 .
[21] Leon O. Chua. Resistance switching memories are memristors , 2011 .
[22] J. Yang,et al. Continuous electrical tuning of the chemical composition of TaO(x)-based memristors. , 2012, ACS nano.
[23] Diano F. Marrone,et al. The role of synaptic morphology in neural plasticity: structural interactions underlying synaptic power , 2002, Brain Research Reviews.
[24] J. Yang,et al. Switching dynamics in titanium dioxide memristive devices , 2009 .
[25] R. Yuste,et al. Morphological changes in dendritic spines associated with long-term synaptic plasticity. , 2001, Annual review of neuroscience.
[26] Janet Wiles,et al. Potential role for adult neurogenesis in the encoding of time in new memories , 2006, Nature Neuroscience.
[27] W. Miranker,et al. Simulated Apoptosis/Neurogenesis Regulates Learning and Memory Capabilities of Adaptive Neural Networks , 2004, Neuropsychopharmacology.
[28] Shimeng Yu,et al. Metal–Oxide RRAM , 2012, Proceedings of the IEEE.
[29] Nicolas Brunel,et al. Fast Global Oscillations in Networks of Integrate-and-Fire Neurons with Low Firing Rates , 1999, Neural Computation.
[30] Janet Wiles,et al. Computational Influence of Adult Neurogenesis on Memory Encoding , 2009, Neuron.
[31] L. Saksida,et al. A Functional Role for Adult Hippocampal Neurogenesis in Spatial Pattern Separation , 2009, Science.
[32] M. Pickett,et al. A scalable neuristor built with Mott memristors. , 2013, Nature materials.
[33] Byung Joon Choi,et al. A physical model of switching dynamics in tantalum oxide memristive devices , 2013 .
[34] Robert Kozma,et al. Advances in Neuromorphic Memristor Science and Applications , 2012, Springer Series in Cognitive and Neural Systems.
[35] D. Strukov,et al. Thermophoresis/diffusion as a plausible mechanism for unipolar resistive switching in metal–oxide–metal memristors , 2012, Applied Physics A.
[36] L.O. Chua,et al. Memristive devices and systems , 1976, Proceedings of the IEEE.
[37] Andrew J. Lohn,et al. Dynamics of percolative breakdown mechanism in tantalum oxide resistive switching , 2013 .
[38] Wulfram Gerstner,et al. Frontiers in Synaptic Neuroscience Synaptic Neuroscience , 2022 .
[39] Y. Dan,et al. Spike timing-dependent plasticity: a Hebbian learning rule. , 2008, Annual review of neuroscience.
[40] R. Waser,et al. Nanoionics-based resistive switching memories. , 2007, Nature materials.
[41] Pinaki Mazumder,et al. CMOS and Memristor-Based Neural Network Design for Position Detection , 2012, Proceedings of the IEEE.
[42] J. Yang,et al. State Dynamics and Modeling of Tantalum Oxide Memristors , 2013, IEEE Transactions on Electron Devices.
[43] W. Pitts,et al. A Logical Calculus of the Ideas Immanent in Nervous Activity (1943) , 2021, Ideas That Created the Future.
[44] Frederick T. Chen,et al. Low-Power and Nanosecond Switching in Robust Hafnium Oxide Resistive Memory With a Thin Ti Cap , 2010, IEEE Electron Device Letters.
[45] J Joshua Yang,et al. Memristive devices for computing. , 2013, Nature nanotechnology.
[46] D. Stewart,et al. The missing memristor found , 2008, Nature.
[47] James B Aimone,et al. Development of GABAergic inputs controls the contribution of maturing neurons to the adult hippocampal network , 2012, Proceedings of the National Academy of Sciences.
[48] D. Ielmini,et al. Evidence for threshold switching in the set process of NiO-based RRAM and physical modeling for set, reset, retention and disturb prediction , 2008, 2008 IEEE International Electron Devices Meeting.
[49] A. Hodgkin,et al. A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.
[50] Miriam Matamales,et al. Neuronal activity-regulated gene transcription: how are distant synaptic signals conveyed to the nucleus? , 2012, F1000Research.
[51] M. Marinella,et al. Resistive switching in aluminum nitride , 2012, 70th Device Research Conference.