Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons

doi:10.1103/PhysRevApplied.12.014037

Title: Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons

Authors:

Gonzalez-Raya, Tasio; Cheng, Xiao-Hang; Egusquiza, Iñigo L.; Chen, Xi;

; Solano, Enrique

Publication Date:: 2019-07-22

Sponsoring Org.:: USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)

OSTI Identifier:: 1546484

Grant/Contract Number:: ERKJ333; PGC2018-095113-B-I00

Resource Type:: Publisher's Accepted Manuscript

Journal Name:: Physical Review Applied

Additional Journal Information:: Journal Name: Physical Review Applied Journal Volume: 12 Journal Issue: 1; Journal ID: ISSN 2331-7019

Publisher:: American Physical Society

Country of Publication:: United States

Language:: English

Citation Formats


                    Gonzalez-Raya, Tasio, Cheng, Xiao-Hang, Egusquiza, Iñigo L., Chen, Xi, Sanz, Mikel, and Solano, Enrique. Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons.  United States: N. p., 2019. 
        Web.  doi:10.1103/PhysRevApplied.12.014037.

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                    Gonzalez-Raya, Tasio, Cheng, Xiao-Hang, Egusquiza, Iñigo L., Chen, Xi, Sanz, Mikel, & Solano, Enrique. Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons.  United States.  doi:10.1103/PhysRevApplied.12.014037.

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                    Gonzalez-Raya, Tasio, Cheng, Xiao-Hang, Egusquiza, Iñigo L., Chen, Xi, Sanz, Mikel, and Solano, Enrique. Mon .  
        "Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons".  United States.  doi:10.1103/PhysRevApplied.12.014037.

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@article{osti_1546484,

  title        = {Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons},

  author       = {Gonzalez-Raya, Tasio and Cheng, Xiao-Hang and Egusquiza, Iñigo L. and Chen, Xi and Sanz, Mikel and Solano, Enrique},

  abstractNote = {},

  doi          = {10.1103/PhysRevApplied.12.014037},

  journal      = {Physical Review Applied},

  number       = 1,

  volume       = 12,

  place        = {United States},

  year         = {2019},

  month        = {7}

}

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DOI: 10.1103/PhysRevApplied.12.014037

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Title: Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons

Citation Formats

Dynamical principles in neuroscience journal, November 2006

From quantum entanglement to mirror neuron journal, October 2007

Biomimetic Cloning of Quantum Observables journal, May 2014

Challenges in quantum dot-neuron active interfacing journal, September 2005

Noise-induced synchronization and coherence resonance of a Hodgkin–Huxley model of thermally sensitive neurons journal, March 2003

Memristive devices and systems journal, January 1976

The components of membrane conductance in the giant axon of Loligo journal, April 1952

Currents carried by sodium and potassium ions through the membrane of the giant axon of Loligo journal, April 1952

STDP and STDP variations with memristors for spiking neuromorphic learning systems journal, January 2013

An introduction to quantum machine learning journal, October 2014

The dual effect of membrane potential on sodium conductance in the giant axon of Loligo journal, April 1952

Transition and enhancement of synchronization by time delays in stochastic Hodgkin–Huxley neuron networks journal, October 2010

Quantum Artificial Life in an IBM Quantum Computer journal, October 2018

Coherence resonance and noise-induced synchronization in globally coupled Hodgkin-Huxley neurons journal, January 2000

Composite Behavior of Multiple Memristor Circuits journal, October 2013

Resistance switching memories are memristors journal, January 2011

Qubit neuron according to quantum circuit for XOR problem journal, February 2007

Superconducting Memristors journal, September 2014

Emulating short-term synaptic dynamics with memristive devices journal, January 2016

Stochastic resonance, coherence resonance, and spike timing reliability of Hodgkin–Huxley neurons with ion-channel noise journal, April 2017

Invited Article: Quantum memristors in quantum photonics journal, August 2018

Quantum neuromorphic hardware for quantum artificial intelligence journal, August 2017

Quantum Memristors with Superconducting Circuits journal, February 2017

Hodgkin–Huxley axon is made of Memristors journal, March 2012

Enhancement of temporal coherence via time-periodic coupling strength in a scale-free network of stochastic Hodgkin–Huxley neurons journal, August 2015

Quantum network theory journal, March 1984

Quantum memristors journal, July 2016

A quantitative description of membrane current and its application to conduction and excitation in nerve journal, August 1952

Memristor-The missing circuit element journal, January 1971

Optimal time scales of input fluctuations for spiking coherence and reliability in stochastic Hodgkin–Huxley neurons journal, February 2017

Environment-assisted quantum walks in photosynthetic energy transfer journal, November 2008

Artificial Life in Quantum Technologies journal, February 2016

Colored noise and memory effects on formal spiking neuron models journal, June 2015

From Synapses to Circuitry: Using Memristive Memory to Explore the Electronic Brain journal, February 2011

Dynamic Behavior of Coupled Memristor Circuits journal, June 2015

Lagrange formalism of memory circuit elements: Classical and quantum formulations journal, April 2012

Introduction to quantum electromagnetic circuits: Introduction to quantum electromagnetic circuits journal, June 2017

Statistical-Mechanical Theory of Irreversible Processes. I. General Theory and Simple Applications to Magnetic and Conduction Problems journal, June 1957

Coherence resonance in a Hodgkin-Huxley neuron journal, March 1998

Quantum machine learning journal, September 2017

Neuromorphic, Digital, and Quantum Computation With Memory Circuit Elements journal, June 2012

Dynamical principles in neuroscience
journal, November 2006

From quantum entanglement to mirror neuron
journal, October 2007

Biomimetic Cloning of Quantum Observables
journal, May 2014

Challenges in quantum dot-neuron active interfacing
journal, September 2005

Noise-induced synchronization and coherence resonance of a Hodgkin–Huxley model of thermally sensitive neurons
journal, March 2003

Memristive devices and systems
journal, January 1976

The components of membrane conductance in the giant axon of Loligo
journal, April 1952

Currents carried by sodium and potassium ions through the membrane of the giant axon of Loligo
journal, April 1952

STDP and STDP variations with memristors for spiking neuromorphic learning systems
journal, January 2013

An introduction to quantum machine learning
journal, October 2014

The dual effect of membrane potential on sodium conductance in the giant axon of Loligo
journal, April 1952

Transition and enhancement of synchronization by time delays in stochastic Hodgkin–Huxley neuron networks
journal, October 2010

Quantum Artificial Life in an IBM Quantum Computer
journal, October 2018

Coherence resonance and noise-induced synchronization in globally coupled Hodgkin-Huxley neurons
journal, January 2000

Composite Behavior of Multiple Memristor Circuits
journal, October 2013

Resistance switching memories are memristors
journal, January 2011

Qubit neuron according to quantum circuit for XOR problem
journal, February 2007

Superconducting Memristors
journal, September 2014

Emulating short-term synaptic dynamics with memristive devices
journal, January 2016

Stochastic resonance, coherence resonance, and spike timing reliability of Hodgkin–Huxley neurons with ion-channel noise
journal, April 2017

Invited Article: Quantum memristors in quantum photonics
journal, August 2018

Quantum neuromorphic hardware for quantum artificial intelligence
journal, August 2017

Quantum Memristors with Superconducting Circuits
journal, February 2017

Hodgkin–Huxley axon is made of Memristors
journal, March 2012

Enhancement of temporal coherence via time-periodic coupling strength in a scale-free network of stochastic Hodgkin–Huxley neurons
journal, August 2015

Quantum network theory
journal, March 1984

Quantum memristors
journal, July 2016

A quantitative description of membrane current and its application to conduction and excitation in nerve
journal, August 1952

Memristor-The missing circuit element
journal, January 1971

Optimal time scales of input fluctuations for spiking coherence and reliability in stochastic Hodgkin–Huxley neurons
journal, February 2017

Environment-assisted quantum walks in photosynthetic energy transfer
journal, November 2008

Artificial Life in Quantum Technologies
journal, February 2016

Colored noise and memory effects on formal spiking neuron models
journal, June 2015

From Synapses to Circuitry: Using Memristive Memory to Explore the Electronic Brain
journal, February 2011

Dynamic Behavior of Coupled Memristor Circuits
journal, June 2015

Lagrange formalism of memory circuit elements: Classical and quantum formulations
journal, April 2012

Introduction to quantum electromagnetic circuits: Introduction to quantum electromagnetic circuits
journal, June 2017

Statistical-Mechanical Theory of Irreversible Processes. I. General Theory and Simple Applications to Magnetic and Conduction Problems
journal, June 1957

Coherence resonance in a Hodgkin-Huxley neuron
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