a.
Proved phase locking in neural networks for generalized non delta function
type signals in large-scale neural networks. Existing literature accounted for phase locking in only delta-type action potentials
and very special cases of known shapes.
b.
Developed a quantum neural network
model for the next generation artificial intelligence - starting with semi-classical nets and ending with a quantum RAM. This
series was invited by SIAM and has also been invited for a follow-up book chapter by NOVA publishers.
c.
Developed
a new type of non-extensive mixing entropy to describe how complex systems interact. An invitation
for an invited paper in the journal Entropy was received based on this entropy.
d.
Developed a model for
spin like dynamics in social networks to study the creation of cultures and social fractures and
properties like formation of national identities and civil wars from the point of view of physics. This has been listed as
recommended reading at Center for Complex System and Intelligent Management at SJTU and was invited by an editor of Physica
A to be presented at Verhulst 200 arranged by the Belgian Army. Follow-up chapter accepted as invited NOVA book chapter on
transition economies.
e.
Created a new model for quantum measurement and de-coherence
using first-passage random walks and symmetrization of images.
Other Miscellaneous Interesting Research Experience:
Familiarity with SLAC QCD data analysis and Computing methods at Bates Linear accelarator
from undergraduate research. My undergraduate thesis on QCD data analysis can be found at the MIT library.
Familiar with the MiniBoone project and particle detection MonteCarlo writing from graduate
research experience.
Invited Book Chapters
1. Aspects of Pattern Recognition: Fariel Shafee
2. Non-locality in Perception and Nano-robot Networks, Fariel Shafee
3. Bifurcation of identities and the physics
of transition economies Fariel Shafee and Gavin Steingo
4. Some Stochastic Facets of Artificial Intelligence Systems
1. Invited Book Chapter, Pattern Recognition Theory and Applications, Nova Publishers
https://www.novapublishers.com/catalog/product_info.php?products_id=5713
2 Invited expert Commentary, Pattern Recognition in Nanoscience, Environmental Engineering and Archeology, NOVA
publishers
https://www.novapublishers.com/catalog/product_info.php?products_id=5716
3. Invited book chapter,
Transition Economies, NOVA publishers
Transition Economies: 21st Century Challenges and Issues
https://www.novapublishers.com/catalog/product_info.php?products_id=6434
4. Invited short communication, Artificial Intelligence: New Research; Nova Publishers
Ongoing Book Proposal
Curretly working on a joint book proposal on quantum neural networks.
Journal and Cnference Papers
Most of my papers can be accessed at xxx.lanl.gov. A partial list is provided below:
1. Neural Networks with
Finite Width Action Potentials: Fariel Shafee cond-mat/0111151
2. Entropy and Inference Revisited: Ilya Nemenman,
Farial Shafee, William Bialek physics/0108025
3. Semi-classical Neural Network: Fariel Shafee quant-phy/0202015
4.
Neural Networks with Quantum Gated Nodes: Fariel Shafee quant-phy/0202016
5. Completely Entangled Neural Networks:
Fariel Shafee quant-phy/0203010
6. Space filling Curves in Control Theory: Fariel Shafee quant-ph/0305021
7.
A Spin Glass Model for Human Logic Systems: Fariel Shafee nlin.AO/0211013
8. Interacting Agents in Social Networks,
the Idea of Self and Influence Space
9. Oligo-parametric Hierarchical Structure in Complex Systems: Fariel Shafee
nlin/0609005
10. Quantum Control of Expectation Values of Observables: Fariel Shafee quant-ph/0306128
11.
Chaos and Annealing in Social Networks: Fariel Shafee cond-mat/0401191
12. A New Non-extensive Entropy: Fariel Shafee
nlin.AO/0406044
13. Generalized Entropies and Statistical Mechanics: Fariel Shafee cond-mat/0409037
14. Generalized
Entropies and Quantum Entanglement: Fariel Shafee cond-mat/0410554
15. Spin glass like dynamics of social networks:
Fariel Shafee physics/0506161
16. Local Measurements and Entangled States: Fariel Shafee quant-ph/0512147
17.
Symmetrization, quantum images and measurement: Fariel Shafee quant-ph/0507106
18. Quantum measurement as first passage
random walks in Hilbert space: Fariel Shafee quant-ph/0502111
19.Connection and Collapse to Future in Interactive
Multi agent Games: Fariel Shafee
20. Nonextensive Entropy, Prior PDFs and Spontaneous Symmetry Breaking
arXiv:0810.1072Status of Papers
1. Submitted, part of my PhD thesis; can be found at the Princeton library.
2. has been presented at NIPS 2001 under the category "spotlight presentation", Advances in Neural Information Processing
Systems 14, 2002. MIT Press
3. 4. and 5. have been presented at SIAM conference on computational physics and engineering
in San Diego in February 2002 upon invitation
3. accepted by Stochastics and Dynamics, World Scientific
4.
Engineering Applications of Artificial Intelligence, Elsevier 20, 429-437
5. Microelectronics Journal, Elsevier 37,
1321-1324
6. Electronic Journal of Theoretical Physics, June 2006
7. has been cited by Complexity Digest:
www.comdig.de issue 2002.46 and econophysics: http://www.unifr.ch/econophysics/ under paper -> November. Was accepted for
poster by the Conference on New Economics
7a. has been accepted as short paper for European Conference on Complex
Systems to be held in Paris Nov 2005. ECCS proceedings
8. Going through final revision before publication
9.
Neuroquantology March 2007
10. Accepted to XXVIII-WASET Conference
11. invited by an editor of Physica A to
be in Verhulst 200 organized by the Royal Military Academy of Belgium for a 20 min oral presentation. Revised version sent
for publication. Gping through final revision according to the editor’s instructions to make the paper clearer.
12+13 accepted by IMA Journal of Applied Mathematics, Oxford University Press
14. recommended for publication
to Chaos, Solitons, Fractals, Elsevier
15. accepted for oral presentation at WEHIA 2005, 10th Annual Workshop on Economic
Heterogeneous Interacting Agents, England
15.a accepted for The Society for Chaos Theory conference 2005 at Denver,
Colorado
16. revised version sent for publication
17. Electronic Journal of Theoretical Physics, March 2007
19. accepted for the International Conference of Philosophy, Greece 2005
20. Being revised for an invited publication in the journal Entropy
Talks
and Seminars
MIT, Condensed Matter Group Talk, Dec 8, 2004, Title: Spin Glass-Like properties of Social Clusters
and Their Dynamics
University of Maryland, Condensed Matter Group Talk, Feb 15, 2005, Title: Spin Glass-Like properties
of Social Clusters and Their Dynamics
Professional Activities
Reviewer for pattern Recognition letters, Elsevier
Reviewer for Microelectronics Journal, Elsevier
Reviewer
for Physics Letters A, Elsevier
Reviewer for Journal of Computer Science and Technology, Springer
Member of
technical programme committee for ICQNM 2008
Member of technical programme committee for ICQNM 2009
Awards, Invitations and Affiliations
Offered ORS award from Oxford University, 1998
Paper
included in group proposal for special volume on quantum neural networks sponsored by NIPS to be published by MIT press upon
invitation, 2003
Excellent Prize, Japan Institute for Inventions and Innovations at the World Exhibition of Young
People's Inventions and Innovations, Tokyo, 1991, for "The Voice Controlled Circuit"
Partial
links/citations to my papers
http://virtual01.lncc.br/~giraldi/qc/Quantum-Neural-Nets/Research/node9.html
:bibliography,
quantum nets, scientific visualization and virtual reality laboratory, Brazil
http://www.dti.unimi.it/~pizzi/www.redazionionline.it/pizzi/download/Progetti%20di%20ricerca/Tesi2.pdf
http://arxiv.org/ftp/nlin/papers/0408/0408051.pdf
: check out the section on national security
www.complexity.com.cn/resource/chaos.htm
:my paper listed as recommended reading SJTU
http://eliblinux.nkfust.edu.tw/ETD-db/ETD-search/getfile?URN=etd-0611102-140800&filename=etd-0611102-140800.pdf
http://www.citebase.org/fulltext?format=application%2Fpdf&identifier=oai%3AarXiv.org%3Aphysics%2F0605072
http://www.vcpc.univie.ac.at/~ian/hotlist/qc/qm.shtml
http://books.nips.cc/papers/files/nips16/NIPS2003_ET05.pdf
http://ernie.ecs.soton.ac.uk/opcit/cgi-bin/pdf?id=oai%3AarXiv%2Eorg%3Aphysics%2F0211071
http://www.dsc.ufcg.edu.br/~raul/redes_neurais_quanticas.html
http://www.dsc.ufcg.edu.br/~raul/arquivos/analises/Faber,%20Giraldi.%20Models%20for%20Quantum%20Neural%20Networks.doc
http://www.fzu.cz/~slanina/bookmark_files/bkm18.htm
http://criticalpoint.tistory.com/36
http://csdl2.computer.org/persagen/DLAbsToc.jsp?resourcePath=/dl/proceedings/&toc=comp/proceedings/icnc/2007/2875/01/2875toc.xml&DOI=10.1109/ICNC.2007.592
