Search Results - "Andreou, Andreas G"

Design of silicon brains in the nano-CMOS era: Spiking neurons, learning synapses and neural architecture optimization by Cassidy, Andrew S., Georgiou, Julius, Andreou, Andreas G.

“…We present a design framework for neuromorphic architectures in the nano-CMOS era. Our approach to the design of spiking neurons and STDP learning circuits…”
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Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System by Fair, Kaitlin L, Mendat, Daniel R, Andreou, Andreas G, Rozell, Christopher J, Romberg, Justin, Anderson, David V

“…The Locally Competitive Algorithm (LCA) is a biologically plausible computational architecture for sparse coding, where a signal is represented as a linear…”
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Bio-Inspired Human Action Recognition With a Micro-Doppler Sonar System by Murray, Thomas S., Mendat, Daniel R., Sanni, Kayode A., Pouliquen, Philippe O., Andreou, Andreas G.

“…This paper explores computational methods to address the problem of doing inference from data in multiple modalities, where there exists a large amount of low…”
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Heteroscedastic discriminant analysis and reduced rank HMMs for improved speech recognition by Kumar, Nagendra, Andreou, Andreas G.

“…We present the theory for heteroscedastic discriminant analysis (HDA), a model-based generalization of linear discriminant analysis (LDA) derived in the…”
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Trade-Offs in Sensor Systems Design: A Tutorial by Sapsanis, Christos, Sophocleous, Marios, Andreou, Andreas G., Georgiou, Julius

“…In this tutorial, we discuss trade-offs in sensor system design. With examples from engineered systems in our laboratories, we address design considerations at…”
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Do audio-visual motion cues promote segregation of auditory streams? by Shestopalova, Lidia, Bőhm, Tamás M, Bendixen, Alexandra, Andreou, Andreas G, Georgiou, Julius, Garreau, Guillaume, Hajdu, Botond, Denham, Susan L, Winkler, István

“…An audio-visual experiment using moving sound sources was designed to investigate whether the analysis of auditory scenes is modulated by synchronous…”
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An FPGA multiprocessor architecture for Bayesian online change point detection using stochastic computation by Figliolia, Tomas, Andreou, Andreas G.

“…In this paper we report on an event-based stochastic architecture for the Adams/McKay Bayesian Online Change Point Detection algorithm (BOCPD) [1]. In the…”
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7 TOPS/W Cellular Neural Network Processor Core for Intelligent Internet-of-Things by Villemur, Martin, Julian, Pedro, Figliolia, Tomas, Andreou, Andreas G.

“…We discuss the architecture, implementation and testing of a simplicial Cellular Neural Network (CNN) vector processor core aimed at vision oriented…”
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A Historical Perspective on Hardware AI Inference, Charge-Based Computational Circuits and an 8 bit Charge-Based Multiply-Add Core in 16 nm FinFET CMOS by Sanni, Kayode A., Andreou, Andreas G.

“…The second wave of AI is about statistical learning of low dimensional structures from high dimensional data. Inference is done using multilayer, data…”
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Embedded Processing Pipeline Exploration For Neuromorphic Event Based Perceptual Systems by Sengupta, Jonah P., Villemur, Martin, Pouliquen, Philippe O., Julian, Pedro, Andreou, Andreas G.

“…Event-based vision cameras emulate the functionality of mamalian retina and promise to be a low-latency, energy efficient sensory front-end for machine…”
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Asynchronous, Spatiotemporal Filtering using an Analog Cellular Neural Network Processor by Sengupta, Jonah P., Tomlinson, Michael A., Mendat, Daniel R., Villemur, Martin, Andreou, Andreas G.

“…Neuromorphic processing architectures seek to emulate the functionality of the brain by realizing parallel, efficient, event-based processing which can be…”
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Architecture and Algorithm Co-Design Framework for Embedded Processors in Event-Based Cameras by Sengupta, Jonah P., Villemur, Martin, Mendat, Daniel R., Tognetti, Gaspar, Andreou, Andreas G.

“…Neuromorphic cameras that offer low latency and dynamic scene sensing are emerging as a viable technology for energy-aware embedded perceptual systems. In this…”
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Neuromorphic Engineering: From Neural Systems to Brain-Like Engineered Systems by Morabito, Francesco Carlo, Andreou, Andreas G., Chicca, Elisabetta

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Miniature atomic scalar magnetometer for space based on the rubidium isotope 87 Rb by Korth, Haje, Strohbehn, Kim, Tejada, Francisco, Andreou, Andreas G, Kitching, John, Knappe, Svenja, Lehtonen, S John, London, Shaughn M, Kafel, Matiwos

“…A miniature atomic scalar magnetometer based on the rubidium isotope Rb was developed for operation in space. The instrument design implements both and mode…”
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Miniature atomic scalar magnetometer for space based on the rubidium isotope 87Rb by Korth, Haje, Strohbehn, Kim, Tejada, Francisco, Andreou, Andreas G., Kitching, John, Knappe, Svenja, Lehtonen, S. John, London, Shaughn M., Kafel, Matiwos

“…A miniature atomic scalar magnetometer based on the rubidium isotope 87Rb was developed for operation in space. The instrument design implements both Mx and Mz…”
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A RISC-V Neuromorphic Micro-Controller Unit (vMCU) with Event-Based Physical Interface and Computational Memory for Low-Latency Machine Perception and Intelligence at the Edge by Mendat, Daniel R., Sengupta, Jonah P., Tognetti, Gaspar, Villemur, Martin, Pouliquen, Philippe O., Montano, Sergio, Sanni, Kayode, Molin, Jamal L., Zachariah, Nishant, Doxas, Isidoros, Andreou, Andreas G.

“…Neuromorphic TinyML (vTinyML) aims at solving problems in machine perception and intelligence at the edge that necessitate low latency processing, using low…”
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A CMOS Neural Interface for a Multichannel Vestibular Prosthesis by Hageman, Kristin N., Kalayjian, Zaven K., Tejada, Francisco, Chiang, Bryce, Rahman, Mehdi A., Fridman, Gene Y., Chenkai Dai, Pouliquen, Philippe O., Georgiou, Julio, Della Santina, Charles C., Andreou, Andreas G.

“…We present a high-voltage CMOS neural-interface chip for a multichannel vestibular prosthesis (MVP) that measures head motion and modulates vestibular nerve…”
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Acoustic micro-Doppler radar for human gait imaging by Zhang, Zhaonian, Pouliquen, Philippe O., Waxman, Allen, Andreou, Andreas G.

“…A portable acoustic micro-Doppler radar system for the acquisition of human gait signatures in indoor and outdoor environments is reported. Signals from an…”
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Capacitive Inter-Chip Data and Power Transfer for 3-D VLSI by Culurciello, E., Andreou, A.G.

“…We report on inter-chip bidirectional communication and power transfer between two stacked chips. The experimental prototype system components were fabricated…”
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Visualizing and Quantifying Charge Distributions Correlated to Threshold Voltage Shifts in Lateral Organic Transistors by Dawidczyk, Thomas J, Martínez Hardigree, Josué F, Johns, Gary L, Ozgun, Recep, Alley, Olivia, Andreou, Andreas G, Markovic, Nina, Katz, Howard E

“…Lateral organic field-effect transistors (OFETs), consisting of a polystyrene (PS) polymer gate material and a pentacene organic semiconductor (OSC), were…”
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