Search Results - "Levy, Akash"

Multi-Pole Nem Relays and Multiple-Bits-Per-Cell Rram for Efficient 3-D ICS by Levy, Akash

“…In this dissertation, I present techniques for improving the power, performance, and area of integrated circuits (ICs) through 3-D integration of two emerging…”
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Statistical Modeling of Metal-Oxide RRAM SET/RESET Behavior Using Deep Neural Networks by Wattal, Aarav, Levy, Akash, Khan, Zainab Faryal

“…We propose the use of end-to-end deep neural network (DNN) models to predict the statistical behavior of resistive RAM (RRAM) during SET/RESET programming. We…”
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Preparing Precollege Students for the Second Quantum Revolution with Core Concepts in Quantum Information Science by Singh, Chandralekha, Levy, Akash, Levy, Jeremy

“…After the passage of the U.S. National Quantum Initiative Act in December 2018, the National Science Foundation (NSF) and the Office of Science and Technology…”
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SAPIENS: A 64-kb RRAM-Based Non-Volatile Associative Memory for One-Shot Learning and Inference at the Edge by Li, Haitong, Chen, Wei-Chen, Levy, Akash, Wang, Ching-Hua, Wang, Hongjie, Chen, Po-Han, Wan, Weier, Khwa, Win-San, Chuang, Harry, Chih, Y.-D., Chang, Meng-Fan, Wong, H.-S. Philip, Raina, Priyanka

“…Learning from a few examples (one/few-shot learning) on the fly is a key challenge for on-device machine intelligence. We present the first chip-level…”
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RADAR: A Fast and Energy-Efficient Programming Technique for Multiple Bits-Per-Cell RRAM Arrays by Le, Binh Q., Levy, Akash, Wu, Tony F., Radway, Robert M., Hsieh, E. Ray, Zheng, Xin, Nelson, Mark, Raina, Priyanka, Wong, H.-S. Philip, Wong, Simon, Mitra, Subhasish

“…HfO 2 -based resistive RAM (RRAM) is an emerging nonvolatile memory technology that has recently been shown capable of storing multiple bits-per-cell. The…”
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3-D coarse-grained reconfigurable array using multi-pole NEM relays for programmable routing by Levy, Akash, Oduoza, Michael, Balasingam, Akhilesh, Howe, Roger T., Raina, Priyanka

“…We propose the use of multi-pole nanoelectromechanical (NEM) relays for routing multi-bit signals within a coarse-grained reconfigurable array (CGRA). We…”
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EMBER: Efficient Multiple-Bits-Per-Cell Embedded RRAM Macro for High-Density Digital Storage by Levy, Akash, Upton, Luke R., Scott, Michael D., Rich, Dennis, Khwa, Win-San, Chih, Yu-Der, Chang, Meng-Fan, Mitra, Subhasish, Murmann, Boris, Raina, Priyanka

“…Designing compact and energy-efficient resistive RAM (RRAM) macros is challenging due to: 1) large read/write circuits that decrease storage density; 2)…”
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Monte Carlo Simulation of a Three-Terminal RRAM with Applications to Neuromorphic Computing by Balasingam, Akhilesh, Levy, Akash, Li, Haitong, Raina, Priyanka

“…We developed a Monte Carlo simulator to compute the state-dependent I-V characteristics of three-terminal (3T) RRAM devices. State switching in these devices…”
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PBA: Percentile-Based Level Allocation for Multiple-Bits-Per-Cell RRAM by Wei, Anjiang, Levy, Akash, Yi, Pu, Radway, Robert M., Raina, Priyanka, Mitra, Subhasish, Achour, Sara

“…Recently, researchers have demonstrated multiple-bits-per-cell (MBPC) data storage using resistive random access memory (RRAM) device technologies. In MBPC…”
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Effect of Geometry on the Frequency Limit of GaAs/AlGaAs 2-D Electron Gas (2DEG) Hall Effect Sensors by Lalwani, Anand, Giparakis, Miriam, Arora, Kanika, Maharaj, Avidesh, Levy, Akash, Strasser, Gottfried, Andrews, Aaron Maxwell, Kock, Helmut, Senesky, Debbie G.

“…High-frequency wideband Hall effect sensors can measure currents in power electronics that operate at higher frequencies (in the Megahertz range). We…”
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EMBER: A 100 MHz, 0.86 mm2, Multiple-Bits-per-Cell RRAM Macro in 40 nm CMOS with Compact Peripherals and 1.0 pJ/bit Read Circuitry by Upton, Luke R., Levy, Akash, Scott, Michael D., Rich, Dennis, Khwa, Win-San, Chih, Yu-Der, Chang, Meng-Fan, Mitra, Subhasish, Raina, Priyanka, Murmann, Boris

“…Compact and energy-efficient resistive RAM (RRAM) macros are challenging to design due to large read/write circuits that decrease storage density,…”
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High-density analog image storage in an analog-valued non-volatile memory array by Zheng, Xin, Zarcone, Ryan V, Levy, Akash, Khwa, Win-San, Raina, Priyanka, Olshausen, Bruno A, Philip Wong, H S

“…Abstract Data stored in the cloud or on mobile devices reside in physical memory systems with finite sizes. Today, huge amounts of analog data, e.g. images and…”
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One-Shot Learning with Memory-Augmented Neural Networks Using a 64-kbit, 118 GOPS/W RRAM-Based Non-Volatile Associative Memory by Li, Haitong, Chen, Wei-Chen, Levy, Akash, Wang, Ching-Hua, Wang, Hongjie, Chen, Po-Han, Wan, Weier, Wong, H.-S. Philip, Raina, Priyanka

“…Learning from a few examples (one/few-shot learning) on the fly is a key challenge for on-device machine intelligence. We present the first chip-level…”
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Writing and low-temperature characterization of oxide nanostructures by Levy, Akash, Bi, Feng, Huang, Mengchen, Lu, Shicheng, Tomczyk, Michelle, Cheng, Guanglei, Irvin, Patrick, Levy, Jeremy

“…Oxide nanoelectronics is a rapidly growing field which seeks to develop novel materials with multifunctional behavior at nanoscale dimensions. Oxide interfaces…”
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Preparing Pre-College Students for the Second Quantum Revolution with Core Concepts in Quantum Information Science by Singh, Chandralekha, Levy, Akash, Levy, Jeremy

“…The Physics Teacher 60, 639-641 2022 After the passage of the US National Quantum Initiative Act in December 2018, the National Science Foundation and the…”
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Writing and Low-Temperature Characterization of Oxide Nanostructures by Levy, Akash, Bi, Feng, Huang, Mengchen, Lu, Shicheng, Tomczyk, Michelle, Cheng, Guanglei, Irvin, Patrick, Levy, Jeremy

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FastPASE: An AI-Driven Fast PPA Speculation Engine for RTL Design Space Optimization by Levy, Akash, Walston, Joe, Samanta, Sourav, Raina, Priyanka, Diamantidis, Stelios

“…We develop a tool called FastPASE to rapidly predict design metrics such as power, performance, and area from RTL using graph convolutional networks. FastPASE…”
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Effect of geometry on the frequency limit of GaAs/AlGaAs 2-Dimensional Electron Gas (2DEG) Hall effect sensors by Lalwani, Anand, Giparakis, Miriam, Arora, Kanika, Maharaj, Avidesh, Levy, Akash, Strasser, Gottfried, Andrews, Aaron Maxwell, Köck, Helmut, Senesky, Debbie G

“…In this work, we experimentally investigate the frequency limit of Hall effect sensor designs based on a 2 dimensional electron gas (2DEG) gallium…”
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Efficient Routing in Coarse-Grained Reconfigurable Arrays Using Multi-Pole NEM Relays by Levy, Akash, Oduoza, Michael, Balasingam, Akhilesh, Howe, Roger T., Raina, Priyanka

“…In this paper, we propose the use of multi-pole nanoelectromechanical (NEM) relays for routing multi-bit signals within a coarse-grained reconfigurable array…”
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