Zobrazeno 1 - 10
of 2 178
pro vyhledávání: '"Strukov A"'
Autor:
Mehonic, Adnan, Ielmini, Daniele, Roy, Kaushik, Mutlu, Onur, Kvatinsky, Shahar, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabe, Spiga, Sabina, Savelev, Sergey, Balanov, Alexander G, Chawla, Nitin, Desoli, Giuseppe, Malavena, Gerardo, Compagnoni, Christian Monzio, Wang, Zhongrui, Yang, J Joshua, Syed, Ghazi Sarwat, Sebastian, Abu, Mikolajick, Thomas, Noheda, Beatriz, Slesazeck, Stefan, Dieny, Bernard, Tuo-Hung, Hou, Varri, Akhil, Bruckerhoff-Pluckelmann, Frank, Pernice, Wolfram, Zhang, Xixiang, Pazos, Sebastian, Lanza, Mario, Wiefels, Stefan, Dittmann, Regina, Ng, Wing H, Buckwell, Mark, Cox, Horatio RJ, Mannion, Daniel J, Kenyon, Anthony J, Lu, Yingming, Yang, Yuchao, Querlioz, Damien, Hutin, Louis, Vianello, Elisa, Chowdhury, Sayeed Shafayet, Mannocci, Piergiulio, Cai, Yimao, Sun, Zhong, Pedretti, Giacomo, Strachan, John Paul, Strukov, Dmitri, Gallo, Manuel Le, Ambrogio, Stefano, Valov, Ilia, Waser, Rainer
The roadmap is organized into several thematic sections, outlining current computing challenges, discussing the neuromorphic computing approach, analyzing mature and currently utilized technologies, providing an overview of emerging technologies, add
Externí odkaz:
http://arxiv.org/abs/2407.02353
In this study, we propose the first hardware implementation of a context-based recurrent spiking neural network (RSNN) emphasizing on integrating dual information streams within the neocortical pyramidal neurons specifically Context- Dependent Leaky
Externí odkaz:
http://arxiv.org/abs/2404.18066
Autor:
Dobrynin, Dmitrii, Renaudineau, Adrien, Hizzani, Mohammad, Strukov, Dmitri, Mohseni, Masoud, Strachan, John Paul
Physics-based Ising machines (IM) have been developed as dedicated processors for solving hard combinatorial optimization problems with higher speed and better energy efficiency. Generally, such systems employ local search heuristics to traverse ener
Externí odkaz:
http://arxiv.org/abs/2403.01320
Autor:
Bhattacharya, T., Hutchinson, G. H., Pedretti, G., Sheng, X., Ignowski, J., Van Vaerenbergh, T., Beausoleil, R., Strachan, J. P., Strukov, D. B.
Specialized function gradient computing hardware could greatly improve the performance of state-of-the-art optimization algorithms, e.g., based on gradient descent or conjugate gradient methods that are at the core of control, machine learning, and o
Externí odkaz:
http://arxiv.org/abs/2401.16204
Ising Machine is a promising computing approach for solving combinatorial optimization problems. It is naturally suited for energy-saving and compact in-memory computing implementations with emerging memories. A na\"ive in-memory computing implementa
Externí odkaz:
http://arxiv.org/abs/2401.16202
Autor:
Hizzani, Mohammad, Heittmann, Arne, Hutchinson, George, Dobrynin, Dmitrii, Van Vaerenbergh, Thomas, Bhattacharya, Tinish, Renaudineau, Adrien, Strukov, Dmitri, Strachan, John Paul
Publikováno v:
2024 IEEE International Symposium on Circuits and Systems (ISCAS)
Ising solvers offer a promising physics-based approach to tackle the challenging class of combinatorial optimization problems. However, typical solvers operate in a quadratic energy space, having only pair-wise coupling elements which already dominat
Externí odkaz:
http://arxiv.org/abs/2311.01171
Publikováno v:
MATEC Web of Conferences, Vol 346, p 03044 (2021)
The article presents a system for monitoring high-tech equipment, uses methods of system analysis and decision theory to optimize organizational tasks in the maintenance of high-tech equipment. The possibility of optimizing service channels based on
Externí odkaz:
https://doaj.org/article/614d0b3c5b0943fbbb62196ee44063ff
Autor:
Tinish Bhattacharya, George H. Hutchinson, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Thomas Van Vaerenbergh, Ray Beausoleil, John Paul Strachan, Dmitri B. Strukov
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-11 (2024)
Abstract Specialized function gradient computing hardware could greatly improve the performance of state-of-the-art optimization algorithms. Prior work on such hardware, performed in the context of Ising Machines and related concepts, is limited to q
Externí odkaz:
https://doaj.org/article/d845a411e05c411ca813e6eff106341f
Autor:
Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabe Linares-Barranco, Sabina Spiga, Sergey Savel’ev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Stefan Slesazeck, Beatriz Noheda, Bernard Dieny, Tuo-Hung (Alex) Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio R. J. Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser
Publikováno v:
APL Materials, Vol 12, Iss 10, Pp 109201-109201-59 (2024)
Externí odkaz:
https://doaj.org/article/f5e2e018db184cdfa86a6be24ff6f6e6
Autor:
Juan A. Perez-Bermejo, Oghene Efagene, William M. Matern, Jeffrey K. Holden, Shaheen Kabir, Glen M. Chew, Gaia Andreoletti, Eniola Catton, Craig L. Ennis, Angelica Garcia, Trevor L. Gerstenberg, Kaisle A. Hill, Aayami Jain, Kristina Krassovsky, Cassandra D. Lalisan, Daniel Lord, B. Joy Quejarro, Jade Sales-Lee, Meet Shah, Brian J. Silva, Jason Skowronski, Yuri G. Strukov, Joshua Thomas, Michael Veraz, Twaritha Vijay, Kirby A. Wallace, Yue Yuan, Jane L. Grogan, Beeke Wienert, Premanjali Lahiri, Sebastian Treusch, Daniel P. Dever, Vanessa B. Soros, James R. Partridge, Kristen L. Seim
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-16 (2024)
Abstract Homology Directed Repair (HDR) enables precise genome editing, but the implementation of HDR-based therapies is hindered by limited efficiency in comparison to methods that exploit alternative DNA repair routes, such as Non-Homologous End Jo
Externí odkaz:
https://doaj.org/article/620ea33bf16f4f77a76fcba73efa8992