PUBLICATION
CATEGORIES
Blind Source Recovery: Signal Separation and Deconvolution
Neural and other VLSI Implementations with their Applications
Neural Networks, Evolutionary Learning with Applications
Optimal and Nonlinear Control
Blind Source Recovery; Signal
Separation and Deconvolution
- Khurram Waheed, Fathi M. Salam: Adaptive RAKE-Blind
Source Recovery Algorithms for 3GPP UMTS/WCDMA Downlink Receivers;
in 2003 IEEE International Conference on Robotics, Intelligent Systems & Signal
processing RISSP-2003, May 19-24, 2003 Changsha, Hunan, China, to appear
- Khurram Waheed, Fathi M. Salam: Algebraic Independent
Component Analysis ; in 2003 IEEE International Conference on Robotics,
Intelligent Systems & Signal processing RISSP-2003, May 19-24, 2003 Changsha,
Hunan, China, to appear
- Khurram Waheed, Keyur Desai, Fathi M. Salem: Algebraic
Independent Component Analysis: An approach for Separation of Overcomplete
Speech Mixtures; in 2003 IEEE-INNS Joint International Conference
on Neural Networks, July 20-24, 2003, Portland OR, to appear
- Khurram Waheed, Keyur Desai, Fathi M. Salem: Natural
Gradient based Blind Multi User Detection in QPSK DS-CDMA Systems;
in 2003 IEEE-INNS Joint International Conference on Neural Networks, July
20-24, 2003, Portland OR, to appear
- Khurram Waheed, Fathi M. Salam: Blind Multi User
Detection in DS-CDMA Systems using the Natural Gradient based Symbol Recovery
Structures; in 4th International Symposium on Independent Component
Analysis and Blind Source Separation, April 1-4, 2003 Nara, Japan; Page(s)
727-732
- Khurram Waheed, Fathi M. Salam: Algebraic Overcomplete
Independent Component Analysis; in 4th International Symposium
on Independent Component Analysis and Blind Source Separation, April 1-4,
2003 Nara, Japan; Page(s) 1077-1082
- Khurram Waheed, Fathi M. Salam:
New Hyperbolic Source Density Models For Blind Source
Recovery Score Functions; in 2003 International Symposium on Circuits
& Systems, May 25-28, 2003 Bangkok, Thailand; in press
- Khurram Waheed, Fathi M. Salam:
A
Data-Derived Quadratic Independence Measure for Adaptive Blind Source Recovery
in Practical Applications, 45th IEEE International Midwest
Symposium on Circuits and Systems, Tulsa, Oklahoma August 4-7, 2002, Vol.
3, Page(s). 473-476.
- Khurram Waheed, Fathi M. Salam:
Blind
Source Recovery using an Adaptive Generalized Gaussian Score Function,
45th IEEE International Midwest Symposium on Circuits and Systems, Tulsa,
Oklahoma August 4-7, 2002, Vol. 2, Page(s). 418-421.
- Khurram Waheed, Fathi M. Salam:
Cascaded
Structures for Blind Source Recovery, 45th IEEE International
Midwest Symposium on Circuits and Systems, Tulsa, Oklahoma August 4-7, 2002,
Vol. 3, Page(s). 656-659.
- Khurram Waheed, Fathi M. Salam:
State
Space Blind Source Recovery of Non-Minimum Phase Environments,
in 45th IEEE International Midwest Symposium on Circuits and Systems, Tulsa,
Oklahoma August 4-7, 2002, Vol. 2, Page(s). 422-425.
- Khurram Waheed, Fathi M. Salam:
State-space Blind Source
Recovery for Mixtures of Multiple Source Distributions; in Proc. of
IEEE International Symposium on Circuits and Systems, May 26-29, 2002, ISCAS-2002,
Scottsdale, Arizona, Page(s) 197-200.
- Fathi M. Salam, Khurram Waheed:
State-space feedforward
and feedback structures for blind source recovery; in 3rd International
Conference on Independent Component Analysis and Blind Signal Separation,
December 9-12, 2001 - San Diego, California, Page(s) 248-253
- Khurram Waheed; Fathi M. Salam: Blind
Source Recovery: Some Implementation and Performance Issues, Proceedings
of the 44th IEEE Midwest Symposium on Circuits and Systems, August 14-17,
2001 - Dayton, Ohio, Page(s): 694-697 vol 2.
- Salam F. M.; Erten G. and Waheed K.: Blind
Source Recovery: Algorithms for Static and Dynamic Environments; Submitted
to INNS-IEEE International Joint Conference on Neural Networks, IJCNN, 2001.
- Erten, G.; Salam, F.M: Voice
extraction by on-line signal separation and recovery . IEEE Transactions
on Circuits and Systems II: Analog and Digital Signal Processing, Volume:
46 Issue: 7 , July 1999 Page(s): 915 -922
- Erten, G.; Salam, F.M.: Voice
signal extraction for enhanced speech quality in noisy vehicle environments
Proceedings of Digital Avionics Systems Conference, 1999, Volume: B.6-6
vol.2 , 1999 Page(s): 8.C.3-1 -8.C.3-6 vol.2
- Salam, F.M.; Erten, G.: Exact
entropy series representation for blind source separation , Proceedings
of 1999. IEEE conference on Systems, Man, and Cybernetics, SMC '99, Volume:
1 , 1999 Page(s): 553 -558 vol.1
- Salam, F.M.; Erten, G.: The
state space framework for blind dynamic signal extraction and recovery
Proceedings of the 1999 IEEE International Symposium on Circuits and Systems,
1999. ISCAS '99. , Volume: 5 , 1999 Page(s): 66 -69 vol.5
- Erten, G.; Salam, F.: Voice
output extraction by signal separation, Proceedings of the 1998
IEEE International Symposium onCircuits and Systems, 1998. ISCAS '98. , Volume:
3 , 1998 Page(s): 5 -8 vol.3
- Salam F.M. and Erten G.: Blind
Signal Separation and Recovery in Dynamic Environments, Proceedings
of 3rd IEEE Workshop on Nonlinear Signal and Image Processing 1997, Mackinac
Island, MI - September 8-10, 1997
- Salam, F.M.; Gharbi, A.B.; Erten, G.: Formulation
and Algorithms for Blind Signal Recovery, Proceedings of the 40th
Midwest Symposium on Circuits and Systems, 1997. , Volume: 2 , 1997 Page(s):
1233 -1236
- Erten, G.; Salam, F.M.: Real
Time Separation of Audio Signals Using Digital Signal Processors,
Proceedings of the 40th Midwest Symposium on Circuits and Systems, 1997.,
Volume: 2 , 1998 Page(s): 1237 -1240
- Ammar B. A. Gharbi and Fathi Salam: Algorithms
for Blind Signal Separation and Recovery in Static and Dynamic Environments.
ISCAS'97, June 9-12, Hong Kong.
- Ammar B. A. Gharbi and Fathi Salam: Implementation
and Experimental Results of a Chip for the Separation of Mixed and Filtered
Signals. Journal of Circuits, Systems and Computers, vol.6,
no.2, pp.115-139, April 1996.
- Ammar B. A. Gharbi and Fathi Salam: Implementation
and Test Results of a Chip for the Separation of Mixed Signals. ISCAS
'95, vol.1, pp.271-274, Seattle, WA, USA.
- Ammar B. A. Gharbi and Fathi Salam: Implementation
and Test Results of a Chip for the Separation of Mixed Signals. IEEE
transactions on Circuits and Systems, vol.42, no.11, pp.748-751, November
1995.
- Ammar B. A. Gharbi and Fathi Salam: Separation
of Mixed Signals in Dynamic Environments: Formulation and some Implementation.
37th Midwest Symposium on Circuits and Systems'94, vol. 1, pp.
587-599, Lafayette, LA, USA.
- F. M. Salam, An Adaptive Network for Blind Separation
of Independent Signals, in Proc. of International Symposium on
Circuits and Systems. 1993: Chicago, IL. p. 431–434.
- Ammar B. A. Gharbi and Fathi Salam: Blind
Separtion of Independent Sources in Linear Dynamical Media. NOLTA'93,
Hawaii.
Neural and other VLSI Implementations
with their Applications
- Khurram Waheed, Keyur Desai,
Fathi M. Salam: A Low Power Frequency Synthesizer
with an Integrated Negative Transconductance LC-Tuned VCO ; in
2003 IEEE International Conference on Robotics, Intelligent Systems &
Signal processing RISSP-2003, May 19-24, 2003 Changsha, Hunan, China, to appear
- Khurram Waheed, Keyur Desai, Parmoon Seddighrad and Fathi M. Salam: A
Completely Integrated, Low Noise, Low Power CMOS Frequency Synthesizer for
GSM Communications, 45th IEEE International Midwest Symposium
on Circuits and Systems, Tulsa, Oklahoma August
4-7, 2002, Vol 3, Page(s) 540-543
- Khurram Waheed; Fathi M. Salam: A
Mixed Mode Neuro-VLSI Chip for High Speed Applications, Proceedings
of the 44th IEEE Midwest Symposium on Circuits and Systems, August 14-17,
2001 - Dayton, Ohio, Page(s): 580-583 vol 2. (1st Runner-Up -Student Paper
Contest)
- Waheed K. and Salam F. M. : A
Mixed-Mode Self-Programming Neural System-on-Chip For Real-Time Applications;
Submitted to INNS-IEEE International Joint Conference on Neural Networks,
IJCNN, 2001.
- Waheed K. and Salam F. M. :
A Mixed-Mode Design for a Self-programming Chip For real-time estimation,
prediction, and control; Proc. of the 43rd IEEE Midwest Symposium
on Circuits and Systems, Lansing, MI, Aug 8-11, 2000, Page(s): 810-813
vol. 2
- Salam, F.M.: A neuro-chip for real-time learning, processing and control,
Proceedings of the 1998 IEEE International Symposium on Circuits and Systems,
1998. ISCAS '98., Volume: 3 , 1998 Page(s): 54 -57 vol.3
- Salam, F.M.: A neuro-chip with temporal learning: test results for signal/shape
generation, Conference Record of the Thirty-First Asilomar Conference
on Signals, Systems & Computers, 1997. , Volume: 2 , 1998 Page(s): 1141
-1145 vol.2
- Hwa-Joon Oh; Salam, F.M.: Design of a temporal learning chip for signal
generation and classification, Proceedings of 1997 IEEE International
Symposium on Circuits and Systems, 1997., ISCAS '97., Volume: 1 , 1997
Page(s): 689 -692 vol.1
- Ammar B. A. Gharbi and Fathi Salam: Implementation and Experimental Results
of a Chip for the Separation of Mixed and Filtered Signals. Journal
of Circuits, Systems and Computers, vol.6, no.2, pp.115-139, April 1996.
- Ammar B. A. Gharbi and Fathi Salam: Implementation and Test Results of
a Chip for the Separation of Mixed Signals. ISCAS '95, vol.1, pp.271-274,
Seattle, WA, USA.
- Ammar B. A. Gharbi and Fathi Salam: Implementation and Test Results of
a Chip for the Separation of Mixed Signals. IEEE transactions on Circuits
and Systems, vol.42, no.11, pp.748-751, November 1995.
- Salam, F.M.A.; Erten, G.: An Adaptive Neuro/Fuzzy CMOS chip, Proceedings
of 1995 IEEE International Symposium on Circuits and Systems, 1995. ISCAS
'95., Volume: 3 , 1995 Page(s): 2329 vol.3
- Erten, G.; Salam, F.M.A.: Hybrid analog/digital VLSI chip for template
matching, Proceedings of the 37th Midwest Symposium onCircuits and
Systems, 1994., Volume: 2 , 1994 Page(s): 868 -871 vol.2
- Vedula, S.S.; Salam, F.M.A.; Erten, G.: Subthreshold analog circuit for
computing the maximal principal component of 3-D data, Proceedings
of 1994 IEEE International Symposium onCircuits and Systems, 1994. ISCAS '94.,
Volume: 6 , 1994 Page(s): 371 -374 vol.6
- Hwa-Joon Oh; Salam, F.M.A.: Analog CMOS implementation of neural network
for adaptive signal processing, Proceedings of the 1994 IEEE International
Symposium onCircuits and Systems, 1994. ISCAS '94., Volume: 6 , 1994
Page(s): 503 -506 vol.6
- Salam, F.M.A.; Vedula, S.S.; Erten, G.: Low power analog chips for the
computation of the maximal principal component, Proceedings of 1994
IEEE International Conference on Neural Networks, 1994. IEEE World Congress
on Computational Intelligence., Volume: 7 , 1994 Page(s): 4746 -4749
vol.7
- Hwa-Joon Oh; Salam, F.M.A.: Neural Network design using Modular Neural
Chips with On-chip Learning, Proceedings of 1994 IEEE International
Conference onNeural Networks, 1994. IEEE World Congress on Computational Intelligence.,
Volume: 4 , 1994 Page(s): 2070 -2073 vol.4
- Ling, B.; Vedula, S.S.; Salam, F.M.A.: Subthreshold analog feature matching
circuits with large output voltages, Proceedings of the 36th Midwest
Symposium on Circuits and Systems, 1993., 1993 Page(s): 1251 -1254 vol.2
- Salam, F.M.A.; Vedula, S.S.: Data-driven subthreshold analog circuit
that computes principal components, Proceedings of the 36th Midwest
Symposium onCircuits and Systems, 1993., 1993 Page(s): 770 -773 vol.1
Neural Networks, Evolutionary
Learning with Applications
- Khurram Waheed, Kim Weaver, Fathi
M. Salam: An
Entropy based Robust Speech Boundary Detection Algorithm for Realistic Noisy
Environments; in 2003 IEEE-INNS Joint International Conference
on Neural Networks, July 20-24, 2003, Portland OR, to appear.
- Khurram Waheed, Kim Weaver, Fathi M. Salam: A
Robust Algorithm for Detecting Speech Segments Using an Entropic Contrast;
in 45th IEEE International Midwest Symposium on Circuits and Systems, Oklahoma
August 4-7, 2002, Vol
3, Page(s) 328-331.
- Khurram Waheed and Fathi M. Salam: A
Mixed-Mode Design for a Self-programming Chip For real-time estimation, prediction,
and control; Proc. of the 43rd IEEE Midwest Symposium on Circuits
and Systems, Lansing, MI, Aug 8-11, 2000, (to be printed)
- Salam, F.; Xi, N.; Nowak, R.; Tarn, T.J.; Highstein, S.: Learning in
the eye movement of squirrel monkeys for object tracking 42nd Midwest
Symposium on Circuits and Systems, 2000. , Volume: 2 , 1999 Page(s): 783
-786
- Salam, F.M.; Erten, G.: Sensor fusion by principal and independent component
decomposition using neural networks Proceedings of IEEE/SICE/RSJ International
Conference on Multisensor Fusion and Integration for Intelligent Systems,
1999. MFI '99.. 1999 , 1999 Page(s): 211 -215
- Erten, G.; Salam, F.M.: Modified cellular neural network architecture
for integrated image sensing and processing Proceedings of the 1999
IEEE International Symposium on Circuits and Systems, 1999. ISCAS '99. , Volume:
5 , 1999 Page(s): 120 -123 vol.5
- Erten, G.; Salam, F.M.: Cellular mixed signal pixel array for real time
image processing, Conference Record of the Thirty-First Asilomar Conference
on Signals, Systems & Computers, 1997. , Volume: 2 , 1998 Page(s): 1146
-1150 vol.2
- Salam, F.M.: A neuro-chip with temporal learning: test results for signal/shape
generation, Conference Record of the Thirty-First Asilomar Conference
on Signals, Systems & Computers, 1997. , Volume: 2 , 1998 Page(s): 1141
-1145 vol.2
- Salam, F.M.: A neuro-chip for real-time learning, processing and control,
Proceedings of the 1998 IEEE International Symposium on Circuits and Systems,
1998. ISCAS '98., Volume: 3 , 1998 Page(s): 54 -57 vol.3
- Salam, F.M.: A neuro-chip with temporal learning: test results for signal/shape
generation, Conference Record of the Thirty-First Asilomar Conference
on Signals, Systems & Computers, 1997. , Volume: 2 , 1998 Page(s): 1141
-1145 vol.2
- Erten, G.; Salam, F.M.: Cellular mixed signal pixel array for real time
image processing, Conference Record of the Thirty-First Asilomar Conference
on Signals, Systems & Computers, 1997., Volume: 2 , 1998 Page(s): 1146
-1150 vol.2
- Salam, F.M.; Piwek, C.; Erten, G.; Grotjohn, T.; Asmussen, J.: Modeling
of a plasma processing machine for semiconductor wafer etching using energy-functions-based
neural networks, IEEE Transactions on Control Systems Technology,
Volume: 5 Issue: 6 , Nov. 1997 Page(s): 598 -613
- Hwa-Joon Oh; Salam, F.M.: Design of a temporal learning chip for signal
generation and classification, Proceedings of 1997 IEEE International
Symposium on Circuits and Systems, 1997., ISCAS '97., Volume: 1 , 1997
Page(s): 689 -692 vol.1
- G. Erten, A. Gharbi, F. Salam, T. Grotjohn, J. Asmussen: Using
Neural Networks to Control the Process of Plasma Etching and Deposition.
IEEE Proc. of Interantional Conference on Neural Networks'96, pp. 1091-1096,
Washington D.C., USA.
- Salam, F.M.A.; Erten, G.; Vedula, S.; Hwa-Joon Oh: Nonlinear projection
to submanifolds using neural networks with circuit realization and its application
to data reduction, Proceedings of 1996 IEEE International Symposium
on Circuits and Systems, 1996. ISCAS '96., Connecting the World., Volume:
3 , 1996 Page(s): 578 -581 vol.3
- G. Erten, A. Gharbi, F. Salam, T. Grotjohn, J. Asmussen: Using
Neural Networks to Control the Process of Plasma Etching and Deposition.
IEEE Proc. of Interantional Conference on Neural Networks'96, pp. 1091-1096,
Washington D.C., USA.
- Fathi Salam and Ammar B.Gharbi: Temporal
Neuro-Control of Idle Engine Speed. IEEE Proc. of International
Symposium on Intelligent Control'96, pp. 396-401, Dearborn, MI, USA.
- Salam, F.M.A.; Erten, G.: An adaptive neuro/fuzzy CMOS chip, Proceedings
of 1995 IEEE International Symposium on Circuits and Systems, 1995. ISCAS
'95., Volume: 3 , 1995 Page(s): 2329 vol.3
- Erten, G.; Salam, F.M.A.: Hybrid analog/digital VLSI chip for template
matching, Proceedings of the 37th Midwest Symposium onCircuits and
Systems, 1994., Volume: 2 , 1994 Page(s): 868 -871 vol.2
- Hwa-Joon Oh; Salam, F.M.A.: Analog CMOS implementation of neural network
for adaptive signal processing, Proceedings of the 1994 IEEE International
Symposium onCircuits and Systems, 1994. ISCAS '94., Volume: 6 , 1994
Page(s): 503 -506 vol.6
- Benromdhane, S.; Salam, F.M.A.: Computationally-improved optimal filtering
for supervised learning [feedforward neural nets], Proceedings of 1994
IEEE International Symposium on Circuits and Systems, 1994. ISCAS '94.,
Volume: 6 , 1994 Page(s): 419 -422 vol.6
- Hwa-Joon Oh; Salam, F.M.A.: 4/spl times/4/spl times/2 neural network
design using modular neural chips with on-chip learning, Proceedings
of 1994 IEEE International Conference onNeural Networks, 1994. IEEE World
Congress on Computational Intelligence., Volume: 4 , 1994 Page(s): 2070
-2073 vol.4
- Ling, B.; Vedula, S.S.; Salam, F.M.A.: Subthreshold analog feature matching
circuits with large output voltages, Proceedings of the 36th Midwest
Symposium on Circuits and Systems, 1993., 1993 Page(s): 1251 -1254 vol.2
- Ling, B.; Salam, F.M.A.: Persistence of equilibria under weight variation
of feedback continuous-time neural network, Proceedings of 1993 IEEE
International Symposium on Circuits and Systems, 1993., ISCAS '93, May
1993 Page(s): 2160 -2163 vol.4
- Ahmad, Maqbool; Salam, F.M.A.: Dynamic
Learning Using Exponential Energy Functions, Proceedings of the
International Joint Conference on Neural Networks Baltimore, Maryland, June
7-11, 1992
Optimal and Non-Linear Control
- Jian Yu; Salam, F.M.; Fayaz: An optimization-based adaptive nonlinear
observer , ICASSP '00. Proceedings. 2000 IEEE International Conference
on A. Acoustics, Speech, and Signal Processing, 2000. , Volume:
1 , 2000 Page(s): 25 -28 vol.1
- Salam, F.; Khalil, H.; Radcliffe, C.; Shaw, S.: Development of a course
sequence in sensing and control for automotive systems Decision and Control,
Proceedings of the 38th IEEE Conference on , Volume: 1 , 1999 Page(s):
375 -380 vol.1
- Salam, F.M.; Xi, N.: Integrated photo and acceleration sensing module
for robot planning and control, Proceedings of IEEE International
Conference on Robotics and Automation, Volume: 2 , 1999 Page(s): 1293
-1298 vol.2