The iMACAW aims at providing a forum to discuss In-Memory-Computing as an alternative architecture and its applications. We take a cross-technology approach covering works that use SRAM, DRAM, FLASH, RRAM, PCM, MRAM, and FeFET as their memory technology. The workshop features ten renowned speakers from academia and industry, plus a limited selection of best submissions.
The proposed format for the workshop is a full-day workshop featuring:
Ten renowned scientists from academia and industry present their latest work
Two panel discussions on the latest challenges and the future of in-memory computing
A limited selection of submissions will present their recent work to the attendees as elevator pitches and posters
The following invited speakers have agreed to present their latest research at iMACAW 2023.
Memory-Centric Computing
Bayesian In-Memory Computing
Programming abstractions for in and near-memory computing
The following excellent scientists of next generation have agreed to present their latest research at iMACAW 2023.
Exploring Opportunities and Challenges in In-Cache vs Near-Cache Computing
Efficient and Reliable RRAM-based Compute-in-Memory for Edge Intelligence
The following submissions will pitch their work in 3 minutes presentation and will discuss their work with attendees at the interactive sessions (09:50-10:30 and 14:30-15:00).
To presnters: If you would like to use slides for your presentations, please submit them to the organizers (Nima Taherinejad and Deliang Fan) by Friday, July 7th, midnight AoE. Posters boards are 4x8 ft (please bear in mind that we do not provide any printing facilities).
| Title | Authors |
|---|---|
| *Accelerating Ray Tracing via Processing in Memory(Poster) | Onur Kayiran, Mohamed Ibrahim and Shaizeen Aga |
| *Accelerating ML Preprocessing: Third Pillar of ML (Poster) | Mohamed Ibrahim and Shaizeen Aga |
| *MemSearch: In-Memory Search with the Memristor (Slides) | Ling Yang, Houji Zhou, Yingjie Yu, Yi Li and Xiangshui Miao. |
| *Reconfigurable physically unclonable functions based on nanoscale voltage-controlled magnetic tunnel junctions(Slides,Poster) | Yixin Shao, Noraica Davila, Farbod Ebrahimi, Jordan Katine, Giovanni Finocchio and Pedram Khalili |
| *Computational SRAM: Towards Efficient NMC through Tightly Coupled HW/SW Design (Slides,Poster) | Jean-Philippe Noel, Thaddée Bricout, Henri-Pierre Charles, Léo De la Fuente, Bastien Giraud, Maha Kooli, Benjamin Lacour, Manuel Pezzin, Maria Ramirez Corrales and Emanuele Valea |
| *Comparative investigation of hybrid non-volatile processors using different ReRAM / SRAM combinations | Dietmar Fey, Mehrdad Biglari and Thomas Schlögl |
| *Electrical Characterization of Emerging Technologies of Transistor | Paul-Antoine Matrangolo, Sara Mannaa, Cédric Marchand, David Navarro, Ian O'Connor and Alberto Bosio |
| *3D Memristive CeNN Pattern Generator | Chithra Reghuvaran, Sruthi P and Alex James |
| *Enabling Long-Term Robustness in RRAM-based Compute-In-Memory Edge Devices | James Read, Wantong Li and Shimeng Yu |
| *PSRAM:A Programmable and Generic Processing-in-SRAM Accelerator in 65nm | Amitesh Sridharan, Shaahin Angizi, Sai Kiran Cherupally, Fan Zhang, Jae-sun Seo and Deliang Fan |
| *Compute-In-Memory with SAR ADC & 2T1C DRAM for MAC Operations(Poster) | Giyeol Kim, Minkyu Song and Soo Youn Kim |
| *Efficient Associative Processing with RTM-TCAMs (Slides,Poster) | João Paulo Cardoso de Lima, Asif Ali Khan, Hamid Farzaneh and Jeronimo Castrillon |
| *Towards Integrated Sensing and Normally-off Computing for Edge AI Acceleration | Shaahin Angizi and Arman Roohi |
Please submit an extended abstract up to 2 pages using the IEEE conference format to be considered for presenting your work in an elevator pitch as well as a poster and interact with workshop attendees during the poster sessions. DAC will not produce proceedings for workshops, however, the workshop organizers collect the camera-ready submissions and publish them on the workshop website.
Timeline:Submission deadline: 15/May/2023Notification of acceptance: 31/May/2023 Final poster submission: 2/July/2023 * All deadlines are until the end of that day, anywhere on earth |
Feel free to contact us for any questions or concerns
nima. taherinejad [a t] ziti. uni-heidelberg. de
alberto.bosio [a t] ec-lyon. fr
dfan [a t] asu. edu