W02 Computation-In-Memory (CIM): from Device to Applications
Opening Session Keynote Address
Opening Session
Alberto Bosio (INL, France), Said Hamdioui (TUDelft, The Netherlands), Elena-Ioana Vatajelu (TIMA, France)
Keynote Address
To be announced
Invited Talk Invited Talk
Panel Computation-In-Memory (CIM): from Device to Applications
Panelists (preliminary list):
- Henri-Pierre Charles (CEA-LETI, FR)
- Shahar Kvatinsky (Technion, Israel)
- Alexandre Levisse (EPFL, CH)
- Georgios Sirakoulis (University of Thrace, GR)
Session Scientific Presentations
Impact of On-Chip Interconnect on In-Memory Acceleration of Deep Neural Networks
Gokul Krishnan*, Sumit K. Mandal*, Chaitali Chakrabarti, Jae-sun Seo, Umit Y. Ogras, Yu Cao (School of Electrical, Computer and Energy Engineering, Arizona State University)
Conversion-in-Memory Using Floating-Gate Memristive Neural Networks
Loai Danial, Shahar Kvatinsky (Viterbi Faculty of Electrical Engineering, Technion - Israel Institute of Technology)
Exact Stochastic Computing Multiplication in Memristive Memory
Mohsen Riahi Alam, M. Hassan Najafi (University of Louisiana at Lafayette, Louisiana, USA), Nima TaheriNejad (TU Wien, Vienna, Austria)
Efficient 8-bit matrix multiplication on Computational SRAM architecture
Mambu Kévin, Charles Henri-Pierre, Kooli Maha (Université Grenoble Alpes, CEA LIST, F-38000 Grenoble, France)
Session Scientific Presentations
Simulation and experimental characterization of memristive crossbar arrays for computation-in-memory
J. Mohr, C. Bengel, M. Abu, S.Hamdioui, D.J. Wouters, S. Menzel, R. Waser
Sensing and Processing in Memristive Arrays
Saurabh Khandelwal (School of ECM, Oxford Brookes University, Oxford), Shahar Kvatinsky (Viterbi Faculty of Electrical Engg., Technion - Israel Institute of Technology), Marco Ottavi, Eugenio Martinelli (Electronic Engg., University of Rome “Tor Vergata”, Rome, Italy), Abusaleh Jabir (School of ECM, Oxford Brookes University, Oxford)
Exploration of a Scalable Vector-Tile-based In-Memory Computing Architecture
Roman Gauchi, Valentin Egloff, Maha Kooli, Jean-Philippe Noel, Bastien Giraud, Pascal Vivet (Université Grenoble Alpes, CEA LIST, Grenoble, France), Subhasish Mitra (Stanford University, Palo Alto, CA, USA), Henri-Pierre Charles (Université Grenoble Alpes, CEA LIST, Grenoble, France)
Reuse-aware architecture and synthesis flow for NVM-based FPGAs
João Paulo Cardoso de Lima, Rafael Fão de Moura, Luigi Carro (Departamento de Informática Aplicada Instituto de Informática - UFRGS)
Toward CIM architecture with a new tile-level simulator
Mahdi Zahedi, Stephan Wong, Said Hamdioui (Computer Engineering Laboratory, Delft University of Technology, The Netherlands)