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pro vyhledávání: '"PATTON, ROBERT A."'
Autor:
Date, Prasanna, Gunaratne, Chathika, Kulkarni, Shruti, Patton, Robert, Coletti, Mark, Potok, Thomas
In many neuromorphic workflows, simulators play a vital role for important tasks such as training spiking neural networks (SNNs), running neuroscience simulations, and designing, implementing and testing neuromorphic algorithms. Currently available s
Externí odkaz:
http://arxiv.org/abs/2305.02510
The OpenAI Gym project contains hundreds of control problems whose goal is to provide a testbed for reinforcement learning algorithms. One such problem is Freeway-ram-v0, where the observations presented to the agent are 128 bytes of RAM. While the g
Externí odkaz:
http://arxiv.org/abs/2109.01220
Autor:
Patton, Robert M., Johnston, J. Travis, Young, Steven R., Schuman, Catherine D., Potok, Thomas E., Rose, Derek C., Lim, Seung-Hwan, Chae, Junghoon, Hou, Le, Abousamra, Shahira, Samaras, Dimitris, Saltz, Joel
Deep learning, through the use of neural networks, has demonstrated remarkable ability to automate many routine tasks when presented with sufficient data for training. The neural network architecture (e.g. number of layers, types of layers, connectio
Externí odkaz:
http://arxiv.org/abs/1909.12291
Akademický článek
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Autor:
Herrmannova, Drahomira, Young, Steven R., Patton, Robert M., Stahl, Christopher G., Kleinstreuer, Nicole C., Wolfe, Mary S.
Identifying and extracting data elements such as study descriptors in publication full texts is a critical yet manual and labor-intensive step required in a number of tasks. In this paper we address the question of identifying data elements in an uns
Externí odkaz:
http://arxiv.org/abs/1811.01183
Autor:
Mabin, Justin W., Woodward, Lauren A., Patton, Robert, Yi, Zhongxia, Jia, Mengxuan, Wysocki, Vicki, Bundschuh, Ralf, Singh, Guramrit
The exon junction complex (EJC) deposited upstream of mRNA exon junctions shapes structure, composition and fate of spliced mRNA ribonucleoprotein particles (mRNPs). To achieve this, the EJC core nucleates assembly of a dynamic shell of peripheral pr
Externí odkaz:
http://arxiv.org/abs/1807.00789
Publikováno v:
Herrmannova, D., Patton, R.M., Knoth, P. et al. Scientometrics (2018). https://doi.org/10.1007/s11192-018-2669-y
In this paper, we show that citation counts work better than a random baseline (by a margin of 10%) in distinguishing excellent research, while Mendeley reader counts don't work better than the baseline. Specifically, we study the potential of these
Externí odkaz:
http://arxiv.org/abs/1802.04853
Akademický článek
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Autor:
Young, Steven R., Maksov, Artem, Ziatdinov, Maxim, Cao, Ye, Burch, Matthew, Balachandran, Janakiraman, Li, Linglong, Somnath, Suhas, Patton, Robert M., Kalinin, Sergei V., Vasudevan, Rama K.
The pursuit of more advanced electronics, finding solutions to energy needs, and tackling a wealth of social issues often hinges upon the discovery and optimization of new functional materials that enable disruptive technologies or applications. Howe
Externí odkaz:
http://arxiv.org/abs/1710.07721
Autor:
Schuman, Catherine D., Potok, Thomas E., Patton, Robert M., Birdwell, J. Douglas, Dean, Mark E., Rose, Garrett S., Plank, James S.
Neuromorphic computing has come to refer to a variety of brain-inspired computers, devices, and models that contrast the pervasive von Neumann computer architecture. This biologically inspired approach has created highly connected synthetic neurons a
Externí odkaz:
http://arxiv.org/abs/1705.06963