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Influence of characteristic variation of oxide semiconductor and comparison of the activation function in neuromorphic hardware
2020
Nonlinear Theory and Its Applications IEICE
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In this paper, we have implemented and evaluated neuromorphic hardware that realizes human brain neurons and synapses using oxide semiconductor of amorphous In-Ga-Zn-O (a-IGZO) and a cellular neural network ...
It was confirmed how variations of initial resistance and deterioration rate of the oxide semiconductor affect operation accuracy of the neuromorphic hardware. ...
Lastly, We would like to thank Ms.Bich in Nara Institute Science and Technology for the improvement of this manuscript. ...
doi:10.1587/nolta.11.232
fatcat:bqoatibvf5afrfdj4gwijprgbe
Memristor nanodevice for unconventional computing:review and applications
[article]
2017
arXiv
pre-print
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Thepotential applications of memristor are presented and a wide domain of applications are explainedand classified. ...
for manufacturing, small scalability, nonvolatility and potential of using inlow power platforms are outstanding characteristics of this emerging nanodevice. ...
RTD has more potential to react as a complementary device beside memristor for neural network applications e.g., Cellular Neural Networks (CNN) [36] . ...
arXiv:1703.00331v1
fatcat:vn5udtsj2jga5f5c3x6ufdrfqi
Two-dimensional materials for synaptic electronics and neuromorphic systems
2019
Science Bulletin
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Synapses in biology provide a variety of functions for the neural system. ...
Inspired by the unique features of biological synapses that the basic connection components of the nervous system and the parallelism, low power consumption, fault tolerance, self-learning and robustness ...
of neural activity, and form and regulate the synchronous oscillation of the cortical thalamic network [70] . ...
doi:10.1016/j.scib.2019.01.016
fatcat:c76ikp4wmjh7npewynpasnphji
Progress in the smart pixel technologies
1996
IEEE Journal of Selected Topics in Quantum Electronics
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The functionality of the smart pixels can range from one or two transistors providing some type of nonlinear gain to a smart pixel composed of several thousand transistors processing an ATM packet header ...
Figure 11 . 11 ELO ALGaAs-based p-i-n detectors on silicon neural network circuitry. ...
doi:10.1109/2944.541871
fatcat:22sqbqisyzdlrk54n37y7lpdue
Computing with spins and magnets
2014
MRS bulletin
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2014 pre-print arXiv:1411.6960v1 fatcat:txauu2x5cnfcxe2yontli56yju
Such advances in memory devices could also translate into a new class of logic devices that offer the advantage of nonvolatile and reconfigurable information processing over transistors. ...
The possible use of spin and magnets in place of charge and capacitors to store and process information is well known. ...
Such properties will subsequently enable building of complex circuits for Boolean logic, neural networks, etc. ...
doi:10.1557/mrs.2014.166
fatcat:afmq3dmej5fklozn4emm6pb6pu
A CNTFET-Based Nanowired Induction Two-Way Transducers
2012
ISRN Nanotechnology
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Implementation of the nanowires allows reliable transducing of the biosignals' partials and bringing of carbon nanotubes into circuits leading to examination of the superconducting transition. ...
A complex of the induction magnetic field two-way nanotransducers of the different physical values for both the external and implantable interfaces in a wide range of arrays are summarized. ...
After the implantation of parallel SuFET(s), the averaging or summation of this dynamic among the whole neural network, nerve fibre, or DNA spiral(s) is possible. ...
doi:10.5402/2012/102783
fatcat:vejrccvrmbekvm6iyp2ffnzbj4
Final Program
2020
2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)
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The Cellular Neural Network is directed and trained for image processing, and the selected tasks for the performance evaluation of the Cellular Neural Network are edge detection and noise remover. ...
Thin film Large Area (10 x10 cm2) Production of CdS Buffer Layer for Solar Cells by Chemical Bath Method Thin films Study of ZnSxO1-x Prepared by Thermal Oxidation of ZnS Films Deposited from a Chemical ...
Proposal for a rotary micromotor structure based on CMOS-MEMS technology
Griselda Stephany Abarca-Jiménez
Design of position sensor of a linear micromotor based on CMOS-MEMS technology
Guillermo ...
doi:10.1109/cce50788.2020.9299182
fatcat:dff7ylnwrzabdcv276gbwcgkji
Organic Bioelectronics: Materials and Biocompatibility
2018
International Journal of Molecular Sciences
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Organic electronic materials have been considered for a wide-range of technological applications. ...
Here, we review the biocompatibility of organic electronic materials and their implementation in bioelectronic applications. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/ijms19082382
pmid:30104515
fatcat:vxhv4v4lgvfbhanh5mfbgjvzva
Nanomaterials for Neural Interfaces
2009
Advanced Materials
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(iii) Solutions to many critical problems in neural biology/medicine are limited by the availability of specialized materials. ...
can be tailored to match the charge transport requirements of electrical cellular interfacing. ...
Stimulating discussions, clarifications, and insights of Profs. Ken Wise, Khalil Najafi, Daryl Kipke, David Martin were also greatly appreciated. ...
doi:10.1002/adma.200801984
fatcat:ttuhwrjipfbtzhitolhpjmuogu
Biological Applications of Organic Electrochemical Transistors: Electrochemical Biosensors and Electrophysiology Recording
2019
Frontiers in Chemistry
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of gate electrode from the transistor device. ...
Organic electrochemical transistors (OECTs) are recently developed high-efficient transducers not only for electrochemical biosensor but also for cell electrophysiological recording due to the separation ...
Strategic Priority Research Program of Chinese Academy of Sciences (Grant No. ...
doi:10.3389/fchem.2019.00313
pmid:31134185
pmcid:PMC6514146
fatcat:m5bznogxcndovliodmzyv3mvu4
Electrolyte-gated transistors for synaptic electronics, neuromorphic computing, and adaptable biointerfacing
2020
Applied Physics Reviews
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FIG. 7 . 7 (a) Optical bright field images of SH-SY5Y cells grown on interdigitated Au electrodes coated by a pentacene/AuNP thin-film. ...
Perceptron-based artificial neural network Perceptron is a model of feedforward neural networks that comprise densely interconnected adaptive processing subunits (artificial neurons). 190 Perceptron-based ...
doi:10.1063/1.5122249
fatcat:toitkrqdgbg6boldbcveiqqfvu
Artificial neural networks in hardware: A survey of two decades of progress
2010
Neurocomputing
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implementation Optical neural network a b s t r a c t This article presents a comprehensive overview of the hardware realizations of artificial neural network (ANN) models, known as hardware neural networks ...
We specifically discuss, in detail, neuromorphic designs including spiking neural network hardware, cellular neural network implementations, reconfigurable FPGA based implementations, in particular, for ...
A very recent work in this direction include optical implementation of SNN using a thin film of electron-trapping material by Pashaie and Farhat [242] . ...
doi:10.1016/j.neucom.2010.03.021
fatcat:regzu6sshvekzd5wxcuaiytgqu
Motion Detection Using Tactile Sensors Based on Pressure-Sensitive Transistor Arrays
2020
Sensors
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Here, we introduce tactile sensors consisting of field-effect transistors (FETs). ...
GR requires a process involving the acquisition of a large amount of data in an array rather than a single sensor, suggesting the importance of fabricating a tactile sensor as an array. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s20133624
pmid:32605148
pmcid:PMC7374490
fatcat:7jqt6f7qzfct7dtxai23irraeu
Technical program
2020
2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)
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Structural characterization of the YBa2Cu3Oσ superconductor with phases [σ=6.87,6.89 and 6.9] obtained by solid state reaction ID 59 ...
Photoluminescence properties of thin film SiOxCy deposited by O-Cat CVD technique using MMS and TEOS Abstract: This work aims to evaluate the properties of deposited SiOxCy thin films by means of organic ...
Velumani Subramaniam.Growth of In2Se3 Thin Films Prepared by the Pneumatic Spray Pyrolysis Method for Thin Film Solar Cells ApplicationsSession SSM 3 -Algorithms and Systems Friday November 13th, 2020 ...
doi:10.1109/cce50788.2020.9299132
fatcat:xkw6xl7vvnan7enewajqfqwo4q
PEDOT:PSS‐Based Bioelectronic Devices for Recording and Modulation of Electrophysiological and Biochemical Cell Signals
2021
Advanced Healthcare Materials
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biological matter including microelectrode arrays, neural cuff electrodes, organic electrochemical transistors, PEDOT:PSS-based biosensors, and organic electronic ion pumps. ...
Finally, progress in the material development is summarized for the improvement of polymer conductivity, stretchability, higher transistor transconductance, or to extend their field of application such ...
Open access funding enabled and organized by Projekt DEAL. ...
doi:10.1002/adhm.202100061
pmid:33970552
fatcat:xmrxywvkcrbzbcxhqmivedgtba
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