Artificial Neural Networks in High Energy Physics
We try to provide here a central source of information on applications
of neural network techniques to experimental high energy physics. A great
amount of work has been done by many people in this area, particularly
in applying NNW software to off-line analysis and NNW hardware to on-line
data selection. We include a list of references, descriptions of NNW hardware
and software, status of NNW's in HEP experiments, current developments,
etc.
If you would like to contribute announcements, papers, programs, etc.
to this page, please contact:
Clark S. Lindsey
(lindsey@particle.kth.se) ,
Bruce Denby (Bruce.DENBY@cetp.ipsl.fr),
or
Thomas Lindblad
(lindblad@particle.kth.se).
Latest revision: 2 May 2002
and Recent Additions
There are several HEP experiments that have used NNW hardware
or will use it in the near future. Here are brief status reports on some
these projects.
NNW
in Experiments
Conferences
AIHEP
Workshop Series and Newsgroup
NNW
in HEP References
NNW
Hardware
NNW
Software
See the Java demo of tracking with the elastic
net fitting method by the NEMO
software group at Dubna, Russia. See also their Traveling
Salesman Problem.
NNW Sources
- Neural Network Hardware Oriented Pages
- Accurate Automation Corp.
- AHA Group, Univ. Politecnica
de Catalunya, Spain
- Analog
VLSI & Robotics Research - Univ. Indiana
- Applied Neurodynamics
- Bielefeld - Neuroinformatics
Group
- Christof Koch Lab at Caltech
- Computer Vision Lab at GET, Univ.
of Paderborn
- Neural Computing
Hardware Overview at DTI
- Frequently
Asked Questions (FAQ) on Neural Networks p.7 - Hardware NNW
- GALATEA
II - Neurocomputing Esprit Project
- Genoa Dept. of Biophysical and
Electronic Engineering
- H1 Experiment
- L2 Neuro Group
- IBM Essonnes Lab -
maker of the ZISC NNW
- Irvine Sensors
- JPL: CSMT Sensor
Technology
- MANTRA WWW server
- MediaInterface Dresden GmbH
- Nestor Inc.
- NeuriCam
- NeuroClassifier
Chip at MESA Research Inst., Univ. of Twente, Neth.
- NeurOptics Technologies, USA
- Physics of Computation (Carver Mead's
group at Caltech)
- Physics Instrumentation Group
at KTH, Stockholm
- RC Module - Russia
- Sensory Circuits Speech Recognition
Hardware
- Silicon Recognition - ZISC chips,
boards, and "Brainputer"
- Synaptics Federico Faggin &
Carver Mead's company
- Sundance
SMT306 Neural Processing Board
- TUTNC NeuroComputer at Tampere Univ.
of Technology, Finland
- Uppsala Univ. Neural
Networks Group
- Neural Networks in General
- AND Inc.
- ANSR, Inc.
- Austrian Research
Institute for Artificial Intelligence
- Centre for Neural Networks (CNN)
at King's College
- Center for Theoretical
& Applied Neuroscience (CTAN)
- Centre for Neural Computing
Applications - Brunel Univ.
- DSI Neural Networks
Group
- DTI NeuroComputing
Web (Introductory level overview of neural networks)
- Computational Neuro-Engineering Lab
(Univ of Florida)
- IDIAP (Institut
Dalle Molle d' Intelligence Artificielle)
- Iowa State University
- Artificial Intelligence Research Group
- Keio University (Shonon Fujisawa
Campus) Neural Computing Center
- Los Alamos Adaptive Computation
- Neural Computing Research Group
- Aston Univ.
- Neural Networks
Group at OFAI
- Neurosciences
Internet Resource Guide
- Pacific
Northwest Laboratory
- Pattern Recognition
Information
- SANS Studies of Artificial
Neural Systems
- Siemens Nixdorf Advanced Technologies (SNAT)
- SIGART Electronic Information Service
- UCSD NeuroWeb Home Page
- University of Texas
at Austin
- Ward Systems Group * Neuroshell
Classifier
- Neural Network Related Journals
- Neural Processing
Letters
- Smart Technologies SIG
- Neural Network Related Organizations (* EU Projects)
- ANNDEE *
- ELENA
*
- ENNS
(European Neural Network Society)
- IEEE
- NACT (Neural Adaptive
Control Technology) *
- NeuroColt *
- NEuroNet *
- SIENA (Stimulation Initiative
for European Neural Applications) *
- SPIE (Int. Society of Photonic Engineers)
- Neural Networks Introductions
- An Introduction To Neural
Networks - Z Solutions
- NNW FAQ
- Neural Network FTP Sites
- Finnish University Network
Neural FTP Archive Site
- NeuroProse
- SEL-HPC
Neural Networks Archive
- UCSD Neural Net Archive
- University of Texas at Arlington
Neural Net Archive
- Neuroscience Search Tools
- Neuroscience Web Search
Tool
- OFAI Library
Information System Biblio - Neural Networks
HEP Sources
Authors: Clark
S. Lindsey , Bruce Denby , &
Thomas Lindblad
Curator: Clark S. Lindsey (lindsey@particle.kth.se)