Presentation 2002/3/12
Wireless Synaptic/Neuro Devices based on Interactions of Local Electric-Fields and CDMA Communication Technology
Yusuke KANAZAWA, Takashi YAMADA, Tetsuya ASAI, Yoshihito AMEMIYA,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this report, we propose a novel LSI architecture that allows silicon LSIs to implement large-scale neural networks; i) neural networks consisting of a number of neuro chips (neurons) that use CDMA protocols to communicate with the other neurons, ii) neural networks on single neuro chip that consists of a number of neuro devices with a micro-antenna device. As an example of i), we propose a cDMA-Hopfield neural network, aiming at examining possible effects on retrieval properties of the network. Extensive simulation results indicated that the Hopfield network of N neurons could retrieve signal patterns from P memory patterns when P/N 0.1. Furthermore, a wireless synaptic device based on local interactions of electrostatic fields is also introduced as an example of ii). We present simulation results of the synaptic device with basic neuron circuits, which indicates that the wireless device (chip) can be developed by using current device-manufacturing technology.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) CDMA / integrated circuits / neural networks / semiconductor devices
Paper # NC2001-173
Date of Issue

Conference Information
Committee NC
Conference Date 2002/3/12(1days)
Place (in Japanese) (See Japanese page)
Place (in English)
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair
Vice Chair
Secretary
Assistant

Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Wireless Synaptic/Neuro Devices based on Interactions of Local Electric-Fields and CDMA Communication Technology
Sub Title (in English)
Keyword(1) CDMA
Keyword(2) integrated circuits
Keyword(3) neural networks
Keyword(4) semiconductor devices
1st Author's Name Yusuke KANAZAWA
1st Author's Affiliation Department of Electrical Engineering, Hokkaido University()
2nd Author's Name Takashi YAMADA
2nd Author's Affiliation Department of Electrical Engineering, Hokkaido University
3rd Author's Name Tetsuya ASAI
3rd Author's Affiliation Department of Electrical Engineering, Hokkaido University
4th Author's Name Yoshihito AMEMIYA
4th Author's Affiliation Department of Electrical Engineering, Hokkaido University
Date 2002/3/12
Paper # NC2001-173
Volume (vol) vol.101
Number (no) 736
Page pp.pp.-
#Pages 8
Date of Issue