Search Results - "Mackin, C."

Fully On-Chip MAC at 14 nm Enabled by Accurate Row-Wise Programming of PCM-Based Weights and Parallel Vector-Transport in Duration-Format by Narayanan, P., Ambrogio, S., Okazaki, A., Hosokawa, K., Tsai, H., Nomura, A., Yasuda, T., Mackin, C., Lewis, S. C., Friz, A., Ishii, M., Kohda, Y., Mori, H., Spoon, K., Khaddam-Aljameh, R., Saulnier, N., Bergendahl, M., Demarest, J., Brew, K. W., Chan, V., Choi, S., Ok, I., Ahsan, I., Lie, F. L., Haensch, W., Narayanan, V., Burr, G. W.

“…Hardware acceleration of deep learning using analog non-volatile memory (NVM) requires large arrays with high device yield, high accuracy Multiply-ACcumulate…”
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An analog-AI chip for energy-efficient speech recognition and transcription by Ambrogio, S., Narayanan, P., Okazaki, A., Fasoli, A., Mackin, C., Hosokawa, K., Nomura, A., Yasuda, T., Chen, A., Friz, A., Ishii, M., Luquin, J., Kohda, Y., Saulnier, N., Brew, K., Choi, S., Ok, I., Philip, T., Chan, V., Silvestre, C., Ahsan, I., Narayanan, V., Tsai, H., Burr, G. W.

“…Models of artificial intelligence (AI) that have billions of parameters can achieve high accuracy across a range of tasks 1 , 2 , but they exacerbate the poor…”
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Perennial grassland agriculture restores critical ecosystem functions in the U.S. Upper Midwest by Wepking, Carl, Mackin, Hunter C., Raff, Zach, Shrestha, Debendra, Orfanou, Anna, Booth, Eric G., Kucharik, Christopher J., Gratton, Claudio, Jackson, Randall D.

“…Dominant forms of agricultural production in the U.S. Upper Midwest are undermining human health and well being. Restoring critical ecosystem functions to…”
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Phase Change Memory-based Hardware Accelerators for Deep Neural Networks (invited) by Burr, Geoffrey W., Narayanan, P., Ambrogio, S., Okazaki, A., Tsai, H., Hosokawa, K., Mackin, C., Nomura, A., Yasuda, T., Demarest, J., Brew, K. W., Chan, V., Choi, S., Gordon, T., Levin, T. M., Friz, A., Ishii, M., Kohda, Y., Chen, A., Fasoli, A., Luquin, J., Saulnier, N., Teehan, S., Ahsan, I., Narayanan, V.

“…Analog non-volatile memory (NVM)-based accelerators for deep neural networks implement multiply-accumulate (MAC) operations - in parallel, on large arrays of…”
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Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation by Bruce, R.L., Sarwat, S. Ghazi, Boybat, I., Cheng, C.-W., Kim, W., Nandakumar, S.R., Mackin, C., Philip, T., Liu, Z., Brew, K., Gong, N., Ok, I., Adusumilli, P., Spoon, K., Ambrogio, S., Kersting, B., Bohnstingl, T., Gallo, M. Le, Simon, A., Li, N., Saraf, I., Han, J.-P., Gignac, L., Papalia, J.M., Yamashita, T., Saulnier, N., Burr, G. W., Tsai, H., Sebastian, A., Narayanan, V., BrightSky, M.

“…Phase change memory (PCM) is rapidly emerging as a promising candidate for building non-von Neumann accelerators for deep neural networks (DNN) based on…”
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The ‘black box’ of plant demography: how do seed type, climate and seed fungal communities affect grass seed germination? by Mackin, Hunter C., Shek, Katherine L., Thornton, Tiffany E., Evens, Kayla C., Hallett, Lauren M., McGuire, Krista L., Peterson, Megan L., Roy, Bitty A.

“…Summary Demographic studies measure drivers of plant fecundity including seed production and survival, but few address both abiotic and biotic drivers of…”
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Reducing the Impact of Phase-Change Memory Conductance Drift on the Inference of large-scale Hardware Neural Networks by Ambrogio, S., Kumar, A., Chen, A., Burr, G. W., Gallot, M., Spoon, K., Tsai, H., Mackin, C., Wesson, M., Kariyappa, S., Narayanan, P., Liu, C.-C.

“…We extensively analyze the impact of conductance "drift" - inherent to Phase Change Memory (PCM) devices - on the inference of pre-trained Deep Neural Networks…”
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Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited) by Burr, G. W., Tsai, H., Simon, W., Boybat, I., Ambrogio, S., Ho, C.-E., Liou, Z.-W., Rasch, M., Buchel, J., Narayanan, P., Gordon, T., Jain, S., Levin, T. M., Hosokawa, K., Le Gallo, M., Smith, H., Ishii, M., Kohda, Y., Chen, A., Mackin, C., Fasoli, A., ElMaghraoui, K., Muralidhar, R., Okazaki, A., Chen, C. -T., Frank, M. M., Lammie, C., Vasilopoulos, A., Friz, A. M., Luquin, J., Teehan, S., Ahsan, I., Sebastian, A., Narayanan, V.

“…Analog Non-Volatile Memory-based accelerators offer high-throughput and energy-efficient Multiply-Accumulate operations for the large Fully-Connected layers…”
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Inference of Long-Short Term Memory networks at software-equivalent accuracy using 2.5M analog Phase Change Memory devices by Tsai, H., Ambrogio, S., Mackin, C., Narayanan, P., Shelby, R. M., Rocki, K., Chen, A., Burr, G. W.

“…We report accuracy for forward inference of long-short-term-memory (LSTM) networks using weights programmed into the conductances of > 2.5\text{M} phase-change…”
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Microstructure/hardness relationship in a dual composite by XIN DENG, PATTERSON, B. R, CHAWLA, K. K, KOOPMAN, M. C, MACKIN, C, FANG, Z, LOCKWOOD, G, GRIFFO, A

“…A double cemented (DC) carbide is a novel dual composite composed of granules of conventional cemented carbide (WC + Co) dispersed in a metal matrix, typically…”
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Fully on-chip MAC at 14nm enabled by accurate row-wise programming of PCM-based weights and parallel vector-transport in duration-format by Narayanan, P., Ambrogio, S., Okazaki, A., Hosokawa, K., Tsai, H., Nomura, A., Yasuda, T., Mackin, C., Lewis, S. C., Friz, A., Ishii, M., Kohda, Y., Mori, H., Spoon, K., Khaddam-Aljameh, R., Saulnier, N., Bergendahl, M., Demarest, J., Brew, K. W., Chan, V., Choi, S., Ok, I., Ahsan, I., Lie, F. L., Haensch, W., Narayanan, V., Burr, G. W.

“…We report on ARES - a 14nm Phase Change Memory (PCM)-based test-chip comprising multiple crossbar tiles, each capable of parallel Multiply-ACCumulate (MAC)…”
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Resonance Raman studies of carbon monoxide binding to iron "picket fence" porphyrin with unhindered and hindered axial bases. An inverse relationship between binding affinity and the strength of iron-carbon bond by Kerr, Ellen A, Mackin, Helen C, Yu, Nai Teng

“…The stretching frequency of the iron-carbon bond, v(Fe-CO), is a direct measure of the iron-carbon bond strength when there is no change in the Fe-C-O…”
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Resonance Raman studies of Co-O2 and O-O stretching vibrations in oxy-cobalt hemes by Mackin, H C, Tsubaki, M, Yu, N T

“…Strong evidence suggests that the stretching vibration of the bound oxygen can be perturbed by an accidentally degenerate porphyrin ring mode, resulting in two…”
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Resonance Raman study on pentacoordinated and hexacoordinated ferrous nitrosyl myoglobin: The influence of pH by Mackin, H.C., Benko, B., Yu, N.-T., Gersonde, K.

“…The resonance Raman (RR) spectra of the hexacoordinated ferrous nitrosyl sperm whale myoglobin are independent of pH for both the 200–700 cm and 1350–1650 cm…”
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Resonance Raman Studies of Co—O 2 and O—O Stretching Vibrations in Oxy-Cobalt Hemes by Mackin, Helen C., Tsubaki, Motonari, Yu, Nai-Teng

“…Strong evidence suggests that the stretching vibration of the bound oxygen can be perturbed by an accidentally degenerate porphyrin ring mode, resulting in two…”
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Practice profile of University of Missouri-St. Louis optometry graduates by Mackin, R C, Egan, D J, Garzia, R P

“…The results of a survey of the University of Missouri-St. Louis School of Optometry graduates are presented. The practice mode selected and relocation…”
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ESOPs and Corporate Finance Implications by Yener, Demir, Mackin, Christopher, LaMantia, Charles, Flanagan, Patrick A.

“…In a panel discussion at the 1989 Financial Management Association Annual Meeting, issues ranging from structuring to operations of employee stock ownership…”
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Phase center diversity antenna for resistance to multipath effects by Adams, G., Cafarelli, J., Mackin, C.

“…A concept/technique is described for reducing the effects of multipath contamination of the main beam, by using antenna phase center diversity. Results of a…”
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Youth wants to serve by MACKIN, M C, JONES, L P

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A model of occupational choice in the U.S. Navy by Mackin, Patrick C

“…This study examines the occupational-choice behavior of enlisted personnel in the U.S. Navy. It predicts the probability that a sailor will reenlist in the…”
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