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Energy-efficient Mott activation neuron for full-hardware implementation of neural networks

Nature nanotechnology, 2021-06, Vol.16 (6), p.680-687

2021

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Synaptic electronics: materials, devices and applications

Nanotechnology, 2013-09, Vol.24 (38), p.382001-382001

2013

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An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

IEEE transactions on electron devices, 2011-08, Vol.58 (8), p.2729-2737

2011

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The Impact of Resistance Drift of Phase Change Memory (PCM) Synaptic Devices on Artificial Neural Network Performance

IEEE electron device letters, 2019-08, Vol.40 (8), p.1325-1328

2019

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Transformation of Cortex-wide Emergent Properties during Motor Learning

Neuron (Cambridge, Mass.), 2017-05, Vol.94 (4), p.880-890.e8

2017

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Artificial optic-neural synapse for colored and color-mixed pattern recognition

Nature communications, 2018-11, Vol.9 (1), p.5106-8, Article 5106

2018

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Neuroinspired unsupervised learning and pruning with subquantum CBRAM arrays

Nature communications, 2018-12, Vol.9 (1), p.5312-11, Article 5312

2018

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Transparent and flexible low noise graphene electrodes for simultaneous electrophysiology and neuroimaging

Nature communications, 2014-10, Vol.5 (1), p.5259-5259, Article 5259

2014

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Multimodal neural recordings with Neuro-FITM uncover diverse patterns of cortical-hippocampal interactions

Nature neuroscience, 2021-06, Vol.24 (6), p.886

2021

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A Soft-Pruning Method Applied During Training of Spiking Neural Networks for In-memory Computing Applications

Frontiers in neuroscience, 2019-04, Vol.13, p.405-405

2019

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Bioresorbable silicon electronics for transient spatiotemporal mapping of electrical activity from the cerebral cortex

Nature materials, 2016-07, Vol.15 (7), p.782-791

2016

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Roadmap on material-function mapping for photonic-electronic hybrid neural networks

APL materials, 2019-10, Vol.7 (10), p.100903-100903-13

2019

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A Compact Closed-Loop Optogenetics System Based on Artifact-Free Transparent Graphene Electrodes

Frontiers in neuroscience, 2018-03, Vol.12, p.132-132

2018

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Deep 2-photon imaging and artifact-free optogenetics through transparent graphene microelectrode arrays

Nature communications, 2018-05, Vol.9 (1), p.2035-12, Article 2035

2018

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Hippocampal-Cortical Memory Trace Transfer and Reactivation Through Cell-Specific Stimulus and Spontaneous Background Noise

Frontiers in computational neuroscience, 2019-09, Vol.13, p.67-67

2019

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Multimodal monitoring of human cortical organoids implanted in mice reveal functional connection with visual cortex

Nature communications, 2022-12, Vol.13 (1), p.7945-7945, Article 7945

2022

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Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array

Frontiers in neuroscience, 2014-07, Vol.8, p.205-205

2014

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E-Cannula reveals anatomical diversity in sharp-wave ripples as a driver for the recruitment of distinct hippocampal assemblies

Cell reports (Cambridge), 2022-10, Vol.41 (1), p.111453-111453, Article 111453

2022

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Low-Energy Robust Neuromorphic Computation Using Synaptic Devices

IEEE transactions on electron devices, 2012-12, Vol.59 (12), p.3489-3494

2012

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Computational analysis of network activity and spatial reach of sharp wave-ripples

PloS one, 2017-09, Vol.12 (9), p.e0184542-e0184542

2017

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High-Mobility Ge N-MOSFETs and Mobility Degradation Mechanisms

IEEE transactions on electron devices, 2011-01, Vol.58 (1), p.59-66

2011

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Integration of Ag-CBRAM crossbars and Mott ReLU neurons for efficient implementation of deep neural networks in hardware

Neuromorphic computing and engineering, 2023-09, Vol.3 (3), p.34007

2023

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Implantable optoelectronic probes for in vivo optogenetics

Journal of neural engineering, 2017-06, Vol.14 (3), p.031001-031001

2017

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The Effect of Donor/Acceptor Nature of Interface Traps on Ge MOSFET Characteristics

IEEE transactions on electron devices, 2011-04, Vol.58 (4), p.1015-1022

2011

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Characteristics of surface states and charge neutrality level in Ge

Applied physics letters, 2009-12, Vol.95 (25), p.252101-252101-3

2009

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Energy-efficient Mott activation neuron for full-hardware implementation of neural networks

Synaptic electronics: materials, devices and applications

An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

The Impact of Resistance Drift of Phase Change Memory (PCM) Synaptic Devices on Artificial Neural Network Performance

Transformation of Cortex-wide Emergent Properties during Motor Learning

Artificial optic-neural synapse for colored and color-mixed pattern recognition

Neuroinspired unsupervised learning and pruning with subquantum CBRAM arrays

Transparent and flexible low noise graphene electrodes for simultaneous electrophysiology and neuroimaging

Multimodal neural recordings with Neuro-FITM uncover diverse patterns of cortical-hippocampal interactions

A Soft-Pruning Method Applied During Training of Spiking Neural Networks for In-memory Computing Applications

Bioresorbable silicon electronics for transient spatiotemporal mapping of electrical activity from the cerebral cortex

Roadmap on material-function mapping for photonic-electronic hybrid neural networks

A Compact Closed-Loop Optogenetics System Based on Artifact-Free Transparent Graphene Electrodes

Deep 2-photon imaging and artifact-free optogenetics through transparent graphene microelectrode arrays

Hippocampal-Cortical Memory Trace Transfer and Reactivation Through Cell-Specific Stimulus and Spontaneous Background Noise

Multimodal monitoring of human cortical organoids implanted in mice reveal functional connection with visual cortex

Brain-like associative learning using a nanoscale non-volatile phase change synaptic device array

E-Cannula reveals anatomical diversity in sharp-wave ripples as a driver for the recruitment of distinct hippocampal assemblies

Low-Energy Robust Neuromorphic Computation Using Synaptic Devices

Computational analysis of network activity and spatial reach of sharp wave-ripples

High-Mobility Ge N-MOSFETs and Mobility Degradation Mechanisms

Integration of Ag-CBRAM crossbars and Mott ReLU neurons for efficient implementation of deep neural networks in hardware

Implantable optoelectronic probes for in vivo optogenetics

The Effect of Donor/Acceptor Nature of Interface Traps on Ge MOSFET Characteristics

Characteristics of surface states and charge neutrality level in Ge

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