Cellular Neural Networks mailing list
cells@tce.ing.uniroma1.it
cells at tce.ing.uniroma1.it
Thu Nov 25 14:54:50 EST 1993
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* ANNOUNCING A NEW MAILING LIST ON *
* CELLULAR NEURAL NETWORKS: *
* cells at tce.ing.uniroma1.it *
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Cellular Neural Networks (CNN) are continuous-time dynamical systems,
consisting of a grid of processing elements (neurons, or cells) connected
only to neighbors within a given (typically small) distance. It is
therefore a class of recurrent neural networks, whose particular topology
is most suited for integrated circuit realization. In fact, while in
typical realizations of other neural systems most of silicon area is taken
by connections, in this case connection area is neglectible, so that
processor density can be much larger.
Since their first definition by L.O. Chua and L. Yang in 1988, many
applications were proposed, mainly in the field of image processing. In
most cases a space-invariant weight pattern is used (i.e. weights are
defined by a template, which repeats identically for all cells), and
neurons are characterized by simple first order dynamics. However, many
different kinds of dynamics (e.g. oscillatory and chaotic) have also been
used for special purposes.
A recent extension of the model is obtained by integrating the analog
CNN with some simple logic components, leading to the realization of a
universal programmable "analogic" machine.
Essential bibliography:
1) L.O. Chua & L. Yang, "Cellular Neural Networks: Theory", IEEE Trans. on
Circ. and Systems, CAS-35(10), p. 1257, 1988
2) -----, "Cellular Neural Networks: Applications", ibid., p. 1273
3) Proc. of IEEE International Workshop on Cellular Neural Networks and
their Applications (CNNA-90), Budapest, Hungary, Dec. 16-19, 1990
4) Proc. of IEEE Second International Workshop on Cellular Neural Networks
and their Applications (CNNA-92), Munich, Germany, Oct. 14-16, 1992
5) International Journal of Circuit Theory and Applications, vol.20, no. 5
(1992), special issue on Cellular Neural Networks
6) IEEE Transactions on Circuits and Systems, parts I & II, vol.40, no. 3
(1993), special issue on Cellular Neural Networks
7) T. Roska, L.O. Chua, "The CNN Universal Machine: an Analogic Array
Computer", IEEE Trans. on Circ. and Systems, II, 40(3), 1993, p. 163
8) V. Cimagalli, M. Balsi, "Cellular Neural Networks: a Review", Proc. of
Sixth Italian Workshop on Parallel Architectures and Neural Networks,
Vietri sul Mare, Italy, May 12-14, 1993. (E. Caianiello, ed.), World
Scientific, Singapore.
Our research group at "La Sapienza" University of Rome, Italy, has
been involved in CNN research for several years, and will host next IEEE
International Workshop on Cellular Neural Networks and their Applications
(CNNA-94), which will be held in Rome, December 18-21, 1994.
We are now announcing the start of a new mailing list dedicated to
Cellular Neural Networks. It will give the opportunity of discussing
current research, exchanging news, submitting questions. Due to memory
shortage, we are currently not able to offer an archive service, and hope
that some other group will be able to volunteer for the establishment of
this means of fast distribution of recent reports and papers.
The list will not be moderated, at least as long as the necessity
does not arise.
THOSE INTERESTED IN BEING INCLUDED IN THE LIST SHOULD SEND A MESSAGE
to Marco Balsi (who will be supervising the functioning of the list) at
address mb at tce.ing.uniroma1.it (151.100.8.30). This is the address to
which any communication not intended to go to all subscribers of the list
should be sent.
We would also appreciate if you let us know the address of
colleagues who might be interested in the list (rather than just forward
the announcement directly), so that we can send them this announcement and
keep track of those that were contacted, avoiding duplications.
TO SEND MESSAGES TO ALL SUBSCRIBERS PLEASE USE THE FOLLOWING ADDRESS:
cells at tce.ing.uniroma1.it (151.100.8.30)
We hope that this service will encourage communication and foster
collaboration among researchers working on CNNs and related topics.
We are looking forward for your comments, and subscriptions to the
list!
Yours,
Prof. V. Cimagalli
Dipartimento di Ingegneria Elettronica
Universita' "La Sapienza" di Roma
via Eudossiana, 18, 00184 Roma Italy
fax: +39-6-4742647
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