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234 results on '"Drakakis, Emmanuel M."'

1. Neuromorphic Processing: A Unifying Tutorial

Author

Soleimani, Hamid and Drakakis, Emmanuel. M.

Subjects
Computer Science - Neural and Evolutionary Computing
Abstract

All systolic or distributed neuromorphic architectures require power-efficient processing nodes. In this paper, a unifying tutorial is presented which implements multiple neuromorphic processing elements using a systematic analog approach including synapse, neuron and astrocyte models. It is shown that the proposed approach can successfully synthesize multidimensional dynamical systems into analog circuitry with minimum effort., Comment: arXiv admin note: substantial text overlap with arXiv:2007.13941

Published
2021

2. A Generalized Strong-Inversion CMOS Circuitry for Neuromorphic Applications

Author

Soleimani, Hamid and Drakakis, Emmanuel. M.

Subjects
Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies
Abstract

It has always been a challenge in the neuromorphic field to systematically translate biological models into analog electronic circuitry. In this paper, a generalized circuit design platform is introduced where biological models can be conveniently implemented using CMOS circuitry operating in strong-inversion. The application of the method is demonstrated by synthesizing a relatively complex two-dimensional (2-D) nonlinear neuron model. The validity of our approach is verified by nominal simulated results with realistic process parameters from the commercially available AMS 0.35 um technology. The circuit simulation results exhibit regular spiking responses in good agreement with their mathematical counterpart.

Published
2020

3. A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications

Author

Soleimani, Hamid, Aliasghar, Makhlooghpour, Nicola, Wilten, Clopath, Claudia, and Drakakis, Emmanuel. M.

Subjects
Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing
Abstract

Nowadays a diverse range of physiological data can be captured continuously for various applications in particular wellbeing and healthcare. Such data require efficient methods for classification and analysis. Deep learning algorithms have shown remarkable potential regarding such analyses, however, the use of these algorithms on low-power wearable devices is challenged by resource constraints such as area and power consumption. Most of the available on-chip deep learning processors contain complex and dense hardware architectures in order to achieve the highest possible throughput. Such a trend in hardware design may not be efficient in applications where on-node computation is required and the focus is more on the area and power efficiency as in the case of portable and embedded biomedical devices. This paper presents an efficient time-series classifier capable of automatically detecting effective features and classifying the input signals in real-time. In the proposed classifier, throughput is traded off with hardware complexity and cost using resource sharing techniques. A Convolutional Neural Network (CNN) is employed to extract input features and then a Long-Short-Term-Memory (LSTM) architecture with ternary weight precision classifies the input signals according to the extracted features. Hardware implementation on a Xilinx FPGA confirm that the proposed hardware can accurately classify multiple complex biomedical time series data with low area and power consumption and outperform all previously presented state-of-the-art records. Most notably, our classifier reaches 1.3$\times$ higher GOPs/Slice than similar state of the art FPGA-based accelerators.

Published
2018

4. Window functions and sigmoidal behaviour of memristive systems

Author

Georgiou, Panayiotis S., Yaliraki, Sophia N., Drakakis, Emmanuel M., and Barahona, Mauricio

Subjects
Condensed Matter - Mesoscale and Nanoscale Physics
Abstract

A common approach to model memristive systems is to include empirical window functions to describe edge effects and non-linearities in the change of the memristance. We demonstrate that under quite general conditions, each window function can be associated with a sigmoidal curve relating the normalised time-dependent memristance to the time integral of the input. Conversely, this explicit relation allows us to derive window functions suitable for the mesoscopic modelling of memristive systems from a variety of well-known sigmoidals. Such sigmoidal curves are defined in terms of measured variables and can thus be extracted from input and output signals of a device and then transformed to its corresponding window. We also introduce a new generalised window function that allows the flexible modelling of asymmetric edge effects in a simple manner., Comment: 12 pages, 5 figures, 1 table. To appear in International Journal of Circuit Theory and Applications

Published
2016

6. Quantitative Measure of Hysteresis for Memristors Through Explicit Dynamics

Author

Georgiou, Panayiotis S., Yaliraki, Sophia N., Drakakis, Emmanuel M., and Barahona, Mauricio

Subjects
Condensed Matter - Mesoscale and Nanoscale Physics, Mathematics - Dynamical Systems
Abstract

We introduce a mathematical framework for the analysis of the input-output dynamics of externally driven memristors. We show that, under general assumptions, their dynamics comply with a Bernoulli differential equation and hence can be nonlinearly transformed into a formally solvable linear equation. The Bernoulli formalism, which applies to both charge- and flux-controlled memristors when either current- or voltage-driven, can, in some cases, lead to expressions of the output of the device as an explicit function of the input. We apply our framework to obtain analytical solutions of the i-v characteristics of the recently proposed model of the Hewlett-Packard memristor under three different drives without the need for numerical simulations. Our explicit solutions allow us to identify a dimensionless lumped parameter that combines device-specific parameters with properties of the input drive. This parameter governs the memristive behavior of the device and, consequently, the amount of hysteresis in the i-v. We proceed further by defining formally a quantitative measure for the hysteresis of the device for which we obtain explicit formulas in terms of the aforementioned parameter and we discuss the applicability of the analysis for the design and analysis of memristor devices., Comment: 11 pages, 12 figures

Published
2010

26. Insights and advances on the design of CMOS Sinh companding filters

Author

Katsiamis, Andreas G., Glaros, Konstantinos N., and Drakakis, Emmanuel M.

Subjects
Complementary metal oxide semiconductors -- Design and construction, Circuit design -- Evaluation, Signal processing -- Equipment and supplies, System design -- Methods, Systems analysis -- Methods, Circuit designer, Integrated circuit design, Digital signal processor, System design, Business, Computers and office automation industries, Electronics, Electronics and electrical industries
Abstract

The scope of this paper is to present certain insights and advances towards the synthesis and transistor-level implementation of high dynamic range (> 120 dB), micropower, CMOS Sinh companding filters. In particular, we present detailed technical insights on a recently proposed Sinh integrator which may serve as the basic building block for higher-order filter structures. The particular integrator exhibits a promising simulated linearity performance mainly because it does not rely on the complementarity of both N- and P-type MOS transistors to achieve its Class-AB operation. Rather, it is designed with single-type devices in its signal processing path. The integrator is evaluated through detailed simulation results obtained by performing both large-signal transient and periodic steady-state (PSS) analyses in Cadence IC Design Framework[R] with the parameters of the commercially available AMS 0.35-[micro]m CMOS process. SNR, SNDR, IP3 and mismatch are some of the performance figures reported in this work. A detailed head-to-head comparison with a typical pseudo-differential Class-AB Log-domain integrator, designed in the same technology and with identical specifications, is also performed in order to reveal any potential benefits of the Sinh circuit paradigm. Index Terms--Sinh integrator, ELIN systems, log-domain, companding signal processors, class-AB.

Published
2008

27. Synthesis of nonseparable 3-D spatiotemporal bandpass filters on analog networks

Author

Ip, Henry Man D., Drakakis, Emmanuel M., and Bharath, Anil Anthony

Subjects
Electric filters, Bandpass -- Properties, Circuit design -- Methods, Neural networks -- Research, Circuit designer, Integrated circuit design, Neural network, Business, Computers and office automation industries, Electronics, Electronics and electrical industries
Abstract

Linear cellular neural networks (CNNs) are capable of performing efficient spatiotemporal filtering operations as recursive infinite impulse response (IIR) filters. Particularly, linear CNNs can be characterized as a spatial frequency-dependent recursive temporal filter with complex coefficients. Based on a modified version of the CNN paradigm recently proposed by the authors, nonseparable spatiotemporal bandpass filters with tunable spatiotemporal passband volumes are synthesized. The filters reported here qualitatively resemble spatiotemporal receptive field models for the primary visual cortex. Numerical simulation results confirm the bandpass characteristics of our filtering network. Index Terms--Cellular neural networks (CNNs), multidimensional recursive filter design, spatiotemporal filtering.

Published
2008

28. On analog networks and mixed-domain spatio-temporal frequency response

Author

Ip, Henry Man D., Drakakis, Emmanuel M., and Bharath, Anil Anthony

Subjects
Cable News Network, Cable television broadcasting industry -- Analysis, Business, Computers and office automation industries, Electronics, Electronics and electrical industries
Abstract

In this paper, we extend the linear cellular neural network (CNN) paradigm by introducing temporal derivative diffusion connections between neighboring cells. Our proposal results in an analog network topology for implementing general continuous-time discrete-space mixed-domain 3-D rational transfer functions for linear filtering. The network connections correspond one-to-one to the transfer function coefficients. The mixed-domain frequency response is treated as a temporal frequency-dependent spatial function and we show how nonseparable properties of the spatio-temporal magnitude response can be derived from the combination of: 1) sinusoidal functions of spatial frequencies and 2) polynomials of the continuous-time frequency in the 3-D frequency response expression. A generic VLSI-compatible implementation of the network based on continuous-time integrators is also proposed. Based on our proposed CNN extension, the analysis of a spatio-temporal filtering example originated from analytical modeling of receptive fields of the visual cortex is presented and a spatio-temporal cone filter is designed and presented with numerical simulation results. Index Terms--Analog signal processing, cellular neural networks (CNNs), multidimensional recursive filters, spatio-temporal filtering.

Published
2008

29. Biomimetics of Optical Nanostructures

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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30. Biofilms in Microfluidic Devices

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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31. Biomimetic Synthesis of Nanomaterials

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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32. Basic MEMS Actuators

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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33. Bionic Ear

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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34. Biocalorimetry

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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35. Biomimetic Synthesis

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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36. Biomimetic Muscles and Actuators Using Electroactive Polymers (EAP)

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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37. Bio-FET

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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38. Bioderived Smart Materials

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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39. Biological Breadboard Platform for Studies of Cellular Dynamics

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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40. Bone Remodeling

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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41. Boundary Lubrication

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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42. Biomolecular Mechanics

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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43. Biological Platform

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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44. Bond-Order Potential

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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45. Biomimetics of Marine Adhesives

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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46. Bone Turnover

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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47. Biological Structural Color

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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48. Biomimetic Antireflective Surfaces Arrays

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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49. Bulk Acoustic Wave MEMS Resonators

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
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50. Biological Photonic Structures

Author

Kheyraddini Mousavi, Arash, primary, Leseman, Zayd Chad, additional, Palacio, Manuel L. B., additional, Bhushan, Bharat, additional, Schricker, Scott R., additional, Sundaresan, Vishnu-Baba, additional, Sarles, Stephen Andrew, additional, Leo, Donald J., additional, Neethirajan, Suresh, additional, Karig, David, additional, Kumar, Aloke, additional, Mukherjee, Partha P., additional, Retterer, Scott T., additional, Doktycz, Mitchel J., additional, Katsiamis, Andreas G., additional, Drakakis, Emmanuel M., additional, Lyon, Richard F., additional, Rica, Roberto, additional, Yoon, Sang-Hee, additional, Mofrad, Mohammad R. K., additional, Casas, Jérôme, additional, Liu, Chang, additional, Krijnen, Gijs, additional, Ramasubramanian, Melur K., additional, Agarwala, Ranjeet, additional, Bar-Cohen, Yoseph, additional, Becker, Pierre, additional, Hennebert, Elise, additional, Flammang, Patrick, additional, Parker, Andrew R., additional, Picone, Remigio, additional, Gebeshuber, Ille C., additional, Gruber, Petra, additional, Imhof, Barbara, additional, Fatoyinbo, Henry O., additional, Hughes, Michael P., additional, Sanz-Herrera, J. A., additional, and Reina-Romo, E., additional

Published
2012
Full Text
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