Publications

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2009

Raman, B; Gutierrez-Osuna, R

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

In: Biologically inspired signal processing for chemical sensing, pp. 93–108, Springer Berlin/Heidelberg, 2009.

Abstract | Links | BibTeX | Tags: Neuromorphic models

2007

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

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

In: Sensors Journal, IEEE, 7 (4), pp. 506–514, 2007.

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

2006

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

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

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

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

Gutierrez-Galvez, A; Gutierrez-Osuna, R

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

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

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

Gutierrez-Galvez, A; Gutierrez-Osuna, R

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

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

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

Raman, B; Gutierrez-Osuna, R

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

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

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

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

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

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

Abstract | Links | BibTeX | Tags: Neuromorphic models

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

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

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

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

2005

Raman, B; Gutierrez-Osuna, R

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

In: Sensors and Actuators B: Chemical, 116 (1), pp. 36-42, 2005.

Abstract | Links | BibTeX | Tags: Chemical sensors, Neuromorphic models, Temperature modulation

Raman, B; Gutierrez-Osuna, R

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, IEEE 2005.

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

Gutierrez-Galvez, A; Gutierrez-Osuna, R

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

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

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

2004

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

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

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

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

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

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

Raman, B; Gutierrez-Osuna, R

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

2003

Gutierrez-Osuna, R; Gutierrez-Galvez, A

Habituation in the KIII olfactory model with chemical sensor arrays Journal Article

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

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

Gutierrez-Galvez, A; Gutierrez-Osuna, R

Pattern completion through phase coding in population neurodynamics Journal Article

In: Neural networks, 16 (5-6), pp. 649–656, 2003.

Abstract | Links | BibTeX | Tags: Neuromorphic models

Gutierrez-Galvez, A; Gutierrez-Osuna, R

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

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

Abstract | Links | BibTeX | Tags: Neuromorphic models

Gutierrez-Osuna, R; Powar, N

Odor mixtures and chemosensory adaptation in gas sensor arrays Journal Article

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

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

2002

Gutierrez-Osuna, R; Gutierrez-Galvez, A

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: Metal-oxide sensors, Neuromorphic models

Gutierrez-Osuna, R; Sun, P

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: Machine olfaction, Neuromorphic models

Gutierrez-Osuna, R

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

Proceedings of the 2nd Joint EMBS-BMES Conference, 1 , IEEE 2002.

Abstract | Links | BibTeX | Tags: Neuromorphic models

2001

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

Chemosensory adaptation in an electronic nose Conference

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

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