- Neural Networks and Applications
- Nanofabrication and Lithography Techniques
- Block Copolymer Self-Assembly
- Photonic Crystals and Applications
- Quantum and electron transport phenomena
- Neural Networks and Reservoir Computing
- Advanced Memory and Neural Computing
- Advanced Polymer Synthesis and Characterization
- Force Microscopy Techniques and Applications
- Face and Expression Recognition
- Machine Learning and ELM
- Digital Imaging for Blood Diseases
- Physics of Superconductivity and Magnetism
- Nonlinear Optical Materials Studies
- Microfluidic and Capillary Electrophoresis Applications
- Surfactants and Colloidal Systems
- Innovative Microfluidic and Catalytic Techniques Innovation
- Low-power high-performance VLSI design
- Soil Moisture and Remote Sensing
- Polymer Nanocomposites and Properties
- Caching and Content Delivery
- Video Coding and Compression Technologies
- IPv6, Mobility, Handover, Networks, Security
- Thermal Radiation and Cooling Technologies
- Gene expression and cancer classification
University of Massachusetts Amherst
2006-2018
Amherst College
2014
University of Cincinnati
1994-2002
Digital Wave (United States)
2002
Intel (United States)
2002
Dimensionally stable one-dimensional (1-D), two-dimensional (2-D), and three-dimensional (3-D) high aspect ratio crystalline metal oxide nanostructures are fabricated using soft nanoimprint lithography with inks comprised of nanoparticle (NP) dispersions in solvent or sol–gel precursors for the oxide. Crystalline TiO2 indium tin (ITO) NP imprinted a permeable patterned poly(dimethylsiloxane) (PDMS) stamp to yield robust that dimensionally calcination (less than 8% linear shrinkage feature...
Dynamic mechanical measurements were used to investigate the effect of small molecule additives on order-to-disorder transitions (ODTs) Pluronic, poly(ethylene oxide) (PEO)–poly(propylene (PPO)–PEO triblock copolymer surfactant melts. The contain multiple functional groups (carboxyl or hydroxyl), which selectively interact with PEO component Pluronic via hydrogen bonding, thereby effectively increasing χ system and leading microphase separation in otherwise disordered ODTs these...
Acute leukemia is one of the leading malignancies in United States with a mortality rate strongly influenced by phenotype. This phenotype based on detection cell associated antigens normally expressed during leucopoietic differentiation. In this regard, classified as lymphoid or myeloid also candidate for corresponding chemotherapy protocol. Additionally, subtype degree differentiation and maturity influence prognosis, response to treatment, median survival times. paper, we analyze...
Dimensionality reduction is the process of mapping high-dimension patterns to a lower dimension subspace. When done prior classification, estimates obtained in subspace are more reliable. For some classifiers, there also an improvement performance due removal diluting effect redundant information. A majority present approaches dimensionality based on scatter matrices or other statistics data which do not directly correlate classification accuracy. The optimality criteria choice for purposes...
Compact characterization of soil moisture at a given scale using self-organizing feature maps is presented. The authors find that as few 49 neurons capture the spatial structure remotely sensed images from southern Great Plains. Average latent heat flux computed original image 21204 pixels and are comparable.
Nanoimprint lithography (NIL) offers high precision patterning of structures as small 50 nm using wafer-based or roll-to-roll process platforms, however current resist systems offer little functionality. We developed hybrid UV-NIL resists containing up to 90 wt. % nanoparticles with excellent optical transparency for direct device including a readily scalable print, lift, and stack approach producing large-area, 3D photonic crystal (PC) gratings. have also extended the NIL directly print...
Metallic photonic crystals (MPCs) exhibit wavelength-selective thermal emission enhancements and are promising optical devices for various applications. Here, we report a scalable fabrication strategy MPCs suitable high-temperature Well-defined double-layer titanium dioxide (TiO2) woodpile structures fabricated using layer-by-layer soft-imprint method with TiO2 nanoparticle ink dispersions, the subsequently coated high purity, conformal gold films via reactive deposition from supercritical...
Nanoparticle/mesoporous silica composites were created with high loadings of nanoparticles <italic>via</italic> selective hydrogen bonding between and block copolymer templates.
The main contribution of this paper is the design and implementation Archies, a generic open end-to-end architecture for adaptive streaming live MPEG-4 video over last hop wireless networks. distinguishing features our include support source rate adaptation, feedback control from client packet loss differentiation. We also present prototype Archies evaluate its performance real network testbed. serve as experimental testbed that provides an excellent platform to research community develop,...
In this paper we present MUSIK, a MUltimedia Service Integration frameworK to address two important problems associated with smart environments: user mobility and multi-device content delivery. We define multimedia service integration as the concept of intelligently delivering services mobile-user equipped multiple networked computing devices. argue that middleware layer is best place problem design MUSIK proxy based framework. The framework relies on Session Initiation Protocol (SIP) basis...
Additional inputs to a feedforward network, derived from the output of hidden layer neurons, allow network deal with temporal pattern recognition and reproduction tasks. These 'network derived' or 'context' augment 'true' retain past information necessary for sequence processing. The choice which neurons provide context is difficult. Use all increases size overall resulting in poorer generalization performance. problem complicated due difficulty choosing number first place. In this paper, we...
We study the current-voltage characteristics of a superconducting Wheatstone bridge in presence radio frequency current sources. Besides regular integer Shapiro steps observed when voltage is measured between input and output leads dc biasing current, we also found additional transverse for large value current. An explanation these given terms competing circulating currents bridge.
Although many analyses on aliasing errors have been reported, no definite experiments has reported probabilities under built-in self-test (BIST) environment. In this paper, the authors present experimental results probability of circular BIST design technique. Among 23 ISCAS89 benchmark circuits experimented, were detected in only 2 at end application 2000 clocks. However, 11 encountered aliaising during period The average and maximum observed an 8 a 16 bit signature analysis registers for...
Despite the presence of theoretical results, application feedforward neural networks is hampered by lack systematic procedural methods for determining number hidden neurons to use. The layer determine order network model and consequently generalization performance network. This paper puts into perspective approaches used address this problem presents a new paradigm which uses dependent evolution self-regulate order. We show through simulations that despite an abundance free-parameters (i.e....
The performance of the VAX 6000 Model 400 system, which supports up to six tightly coupled processors under VAX/VMS symmetric multiprocessing operating is presented. study focuses on modeling and measurement techniques used evaluate system. major consideration in this multiprocessor accurately real application environments. Data captured at several timesharing live user sites were develop multiuser workloads. User activities resource utilizations replicated these Two workloads represent...
We identify a physical mechanism responsible for the onset of chaos in an asymmetric superconducting Wheatstone bridge overdamped Josephson junctions while focusing on dynamics transverse junction. The junction are shown to be affected by effective-noise-current term whose presence eventually leads bridge. This results from competition circulating currents upper and lower loops For some bridges, has profound influence value dc biasing current at which nonzero average voltage appears across
Q-state associative memories find use in color or gray scale image processing where each pixel can assume one of Q different intensities. In this paper, the authors present realization a neuron, for such memories, using radio frequency driven superconducting Wheatstone bridge. The Q-states are obtained form Shapiro steps observed transverse voltage bridges large values DC biasing currents. If low temperature semiconductors used variable synapses be realized field effect transistors whose...