Publications

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2009

B. Raman, R. Gutierrez-Osuna

Relating sensor responses of odorants to their organoleptic properties by means of a biologically-inspired model of receptor neuron convergence onto olfactory bulb (Inbook)

Biologically inspired signal processing for chemical sensing, Page(s): 93–108, Springer Berlin/Heidelberg, 2009.

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

2007

B. Raman, T. Kotseroglou, L. Clark, M. Lebl, R. Gutierrez-Osuna

Neuromorphic processing for optical microbead arrays: dimensionality reduction and contrast enhancement (Article)

Sensors Journal, IEEE, 7, 4, Page(s): 506–514, 2007.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

2006

B. Raman, R. Gutierrez-Osuna

Concentration normalization with a model of gain control in the olfactory bulb (Article)

Sensors and Actuators B: Chemical, 116, 1, Page(s): 36–42, 2006.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

A. Gutierrez-Galvez, R. Gutierrez-Osuna

Contrast enhancement and background suppression of chemosensor array patterns with the KIII model (Article)

International journal of intelligent systems, 21, 9, Page(s): 937–953, 2006.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

B. Raman, T. Yamanaka, R. Gutierrez-Osuna

Contrast enhancement of gas sensor array patterns with a neurodynamics model of the olfactory bulb (Article)

Sensors and Actuators B: Chemical, 119, 2, Page(s): 547–555, 2006.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

A. Gutierrez-Galvez, R. Gutierrez-Osuna

Increasing the separability of chemosensor array patterns with Hebbian/anti-Hebbian learning (Article)

Sensors and Actuators B: Chemical, 116, 1, Page(s): 29–35, 2006.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

B. Raman, P.A. Sun, A. Gutierrez-Galvez, R. Gutierrez-Osuna

Processing of chemical sensor arrays with a biologically inspired model of olfactory coding (Article)

Neural Networks, IEEE Transactions on, 17, 4, Page(s): 1015–1024, 2006.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

A. Perera, T. Yamanaka, A. Gutierrez-Galvez, B. Raman, R. Gutierrez-Osuna

A dimensionality-reduction technique inspired by receptor convergence in the olfactory system (Article)

Sensors and Actuators B: Chemical, 116, 1, Page(s): 17–22, 2006.

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

2005

A. Gutierrez-Galvez, R. Gutierrez-Osuna

Contrast enhancement of sensor-array patterns through hebbian/antihebbian learning (Conference)

Proceedings of the 11th International Symposium on Olfaction and Electronic Nose, 2005.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

B. Raman, R. Gutierrez-Osuna

Mixture segmentation and background suppression in chemosensor arrays with a model of olfactory bulb-cortex interaction (Conference)

Proceedings of IEEE International Joint Conference on Neural Networks, 2005.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

A. Perera, T. Yamanaka, A. Gutierrez-Gálvez, B. Raman, R. Gutierrez-Osuna

A dimensionality-reduction technique inspired by receptor convergence in the olfactory system (Conference)

Proceedings of the 11th International Symposium on Olfaction and Electronic Nose, 2005.

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

B. Raman, R. Gutierrez-Osuna

Concentration normalization with a model of gain control in the olfactory bulb (Conference)

Proceedings of the 11th International Symposium on Olfaction and Electronic Nose, 2005.

(Abstract | Links | BibTeX | Tags: Neuromorphic models, Temperature modulation)

2004

B. Raman, R. Gutierrez-Osuna

Chemosensory processing in a spiking model of the olfactory bulb: chemotopic convergence and center surround inhibition (Conference)

NIPS, 2004.

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

B. Raman, A. Gutierrez-Galvez, A. Perera-Lluna, R. Gutierrez-Osuna

Sensor-based machine olfaction with a neurodynamics model of the olfactory bulb (Conference)

Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, 2004.

(Abstract | Links | BibTeX | Tags: Neuromorphic models, Metal-oxide sensors, Machine olfaction)

A. Gutierrez-Galvez, R. Gutierrez-Osuna, B. Raman

Pattern recognition for chemosensor arrays with the KIII model (Conference)

Proceedings of the 2004 Symposium on Intentional Dynamic Systems, 2004.

(Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

2003

R. Gutierrez-Osuna, A. Gutierrez-Galvez

Habituation in the KIII olfactory model with chemical sensor arrays (Article)

Neural Networks, IEEE Transactions on, 14, 6, Page(s): 1565–1568, 2003.

(Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models)

R. Gutierrez-Osuna, N.U. Powar

Odor mixtures and chemosensory adaptation in gas sensor arrays (Article)

International Journal on Artificial Intelligence Tools, 12, 1, Page(s): 1–16, 2003.

(Abstract | Links | BibTeX | Tags: Neuromorphic models, Metal-oxide sensors)

A. Gutierrez-Galvez, R. Gutierrez-Osuna

Pattern completion through phase coding in population neurodynamics (Article)

Neural networks, 16, 5-6, Page(s): 649–656, 2003.

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

A. Gutierrez-Galvez, R. Gutierrez-Osuna

Coherent oscillations as a neural code in a model of the olfactory system (Conference)

Proceedings of the International Joint Conference on Neural Networks, 2003.

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

2002

R. Gutierrez-Osuna, P. Sun

A biologically-plausible computational architecture for sensor-based machine olfaction (Conference)

Proceedings of the ninth International Symposium on Olfaction and Electronic Nose, 2002.

(Abstract | Links | BibTeX | Tags: Neuromorphic models, Machine olfaction)

R. Gutierrez-Osuna

A self-organizing model of chemotopic convergence for olfactory coding (Conference)

Proceedings of the 2nd Joint EMBS-BMES Conference, 20021, .

(Abstract | Links | BibTeX | Tags: Neuromorphic models)

R. Gutierrez-Osuna, A. Gutierrez-Galvez

Habituation in the KIII olfactory model using gas sensor arrays (Conference)

Proceedings of the 9th International Symposium on Olfaction and Electronic Nose, 2002.

(Abstract | Links | BibTeX | Tags: Neuromorphic models, Metal-oxide sensors)

2001

R. Gutierrez-Osuna, N. Powar, P. Sun

Chemosensory adaptation in an electronic nose (Conference)

Proceedings of the 2nd IEEE International Symposium on Bioinformatics and Bioengineering Conference, 2001.

(Abstract | Links | BibTeX | Tags: Neuromorphic models, Metal-oxide sensors, Electronic nose, Temperature modulation)