Zobrazeno 1 - 10
of 89
pro vyhledávání: '"Shigetoshi Nakatake"'
Autor:
Xuechen Zang, Shigetoshi Nakatake
Publikováno v:
Applied Sciences, Vol 11, Iss 13, p 6213 (2021)
Neural networks have been widely used and implemented on various hardware platforms, but high computational costs and low similarity of network structures relative to hardware structures are often obstacles to research. In this paper, we propose a no
Externí odkaz:
https://doaj.org/article/5cd59f96805346d187b46ff5ae621620
Publikováno v:
Sensors, Vol 20, Iss 15, p 4222 (2020)
Perceptron is an essential element in neural network (NN)-based machine learning, however, the effectiveness of various implementations by circuits is rarely demonstrated from chip testing. This paper presents the measured silicon results for the ana
Externí odkaz:
https://doaj.org/article/69d141c74def45998b0e3f0db800da14
Publikováno v:
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. :1720-1730
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7f0f8770d21a8e75d0bf46e416f070cb
https://doi.org/10.1587/transfun.e102.a.1720
https://doi.org/10.1587/transfun.e102.a.1720
Autor:
Xuncheng Zou, Shigetoshi Nakatake
Publikováno v:
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. :886-893
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::26062f09b39117395b10cab30e2d44d1
https://doi.org/10.1587/transfun.e102.a.886
https://doi.org/10.1587/transfun.e102.a.886
Publikováno v:
2021 4th International Conference on Circuits, Systems and Simulation (ICCSS).
An open-source memory compiler has recently drawn the attention of academic researchers involved in Static Random Access Memory (SRAM) designs. Since simulation results for circuits implemented by practical Process Design Kits (PDKs) have rarely been
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d0d650f1fd41ff486f5bea1a28be9ada
https://doi.org/10.1109/iccss51193.2021.9464193
https://doi.org/10.1109/iccss51193.2021.9464193
Publikováno v:
MOCAST
This paper presents an analog circuit comprising a multi-layer perceptron (MLP) applicable to the neural network(NN)-based machine learning. The MLP circuit with rectified linear unit (ReLU) activation consists of 2 input neurons, 3 hidden neurons, a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::30a3411c9bb92f4e24fea1df5337e6c0
https://doi.org/10.1109/mocast49295.2020.9200299
https://doi.org/10.1109/mocast49295.2020.9200299
Autor:
Shigetoshi Nakatake, Xuncheng Zou
Publikováno v:
MWSCAS
A fully synthesizable rail-to-rail dynamic voltage comparator is presented, which can operate at the supply voltage of 0.3V with power consumption as low as 10nW at the clock frequency of 10MHz. By introducing additional transistors as valves to the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::db4e82af6ddfaaea2110f5e00dfe3958
https://doi.org/10.1109/mwscas48704.2020.9184498
https://doi.org/10.1109/mwscas48704.2020.9184498
Publikováno v:
Integration. 63:240-247
This paper presents a perceptron circuit which can be implemented into a sensor analog front-end consistent with neural network-based machine learning. We introduce a DAC-based multiplier in the perceptron circuit, where the DAC is used as a programm
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dfdeff22c186bbdc6b3f9d220b3a65b4
https://doi.org/10.1016/j.vlsi.2018.05.010
https://doi.org/10.1016/j.vlsi.2018.05.010
Publikováno v:
ACM Transactions on Design Automation of Electronic Systems. 23:1-17
Two 1 novel automatic generation methods for analog layout—a symmetrical twin-row method for MOS transistors and a twisted common-centroid method for capacitor arrays—are introduced. Based on the proposed layout styles and the corresponding algor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ffbb544b649c79bb91d29cc0bbed9554
https://doi.org/10.1145/3182169
https://doi.org/10.1145/3182169
Publikováno v:
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. :748-754
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f99dc4aff67ef2de9b45b5e3136606fd
https://doi.org/10.1587/transfun.e101.a.748
https://doi.org/10.1587/transfun.e101.a.748