| 3/February/2025 |
Dr. Abbas Rahimi; IBM Research, Zürich, Switzerland |
Neuro-vector-symbolic Architectures: Toward Computationally Efficient Machine Learning and Reasoning utilizing In-Memory Computing (Slides)(Video) |
- |
| 20/January/2025 |
| T1: Dr. Chandan Kumar Jha - University of Bremen, Bremen, Germany |
| T2: Mr. João Paulo Cardoso de Lima - TU Dresden and ScaDS.AI Dresden, Dresden, Germany |
|
| T1: veriSIMPLER : An Automated Formal Verification Methodology for SIMPLER MAGIC Design Style Based In-Memory Computing, TCAS-I (2024).(Slides)( Video) |
| T2: C4CAM: A Compiler for CAM-based In-memory Accelerators, ASPLOS (2024)(Slides) |
|
- |
| 16/December/2024 |
| T1: Mr. Geraldo Francisco de Oliveira Junior - SAFARI Group, ETH Zürich, Zürich, Switzerland |
| T2: Mr. Orian Leitersdorf - Viterbi Faculty of Electrical and Computer Engineering, Technion, Israel Institute of Technology, Haifa, Israel |
|
| T1: "MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Computing," 2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA), Edinburgh, United Kingdom, 2024, pp. 186-203, doi: 10.1109/HPCA57654.2024.00024.(Video) |
| T2: "PyPIM: Integrating Digital Processing-in-Memory from Microarchitectural Design to Python Tensors." (2024). (Video) |
|
- |
| 02/December/2024 |
Prof. Michael Niemier; University of Notre Dame, Notre Dame, IN, USA |
Evaluating emerging non-volatile memories against scaled CMOS solutions at the application-level ( Video) |
- |
| 18/November/2024 |
| T1: Dr. Weier Wan, Stanford University, California, USA |
| T2: Dr. Olga Krestinskaya - King Abdullah University of Science and Technology, Thuwal, Saudi Arabia |
|
| T1: A compute-in-memory chip based on resistive random-access memory. Nature 608, 504–512 (2022). (Slides, Video) |
| T2: Neural architecture search for in-memory computing-based deep learning accelerators. Nature 1, 374-390 (2024). (Slides, Video) |
|
| 4/November/2024 |
Dr. Thomas Kämpfe; Fraunhofer IPMS - Center Nanoelectronic Technologies |
Ferroelectronics from Memory to Computing (Video) |
- |
| 21/October/2024 |
Prof. Deliang Fan; Arizona State University, Tempe, AZ, USA |
Efficient In-Memory Computing Circuits and Systems for AI with Hardware and Algorithm Co-Design (Slides, Video) |
- |
| 7/November/2022 |
Prof. Vijay Narayanan, Pennsylvania State University |
Accelerating Visual Analytics across the Memory and Storage Stack |
Prof. Narasimha Reddy (Texas A&M University), Dr. Akhilesh Jaiswal (Univeristy of Southern California) |
| 17/October/2022 |
Prof. Ian O'Connor, École Central de Lyon |
Ferroelectric-enabled energy-efficient non-volatile edge computing |
Dr. Hassan Najafi (University of Louisiana - Lafayette) |
| 3/October/2022 |
Prof. Luigi Carro, Instituto de Informatica, UFRGS |
Nitty-gritty details to enhance Processing In Memory performance |
Dr. Petar Radojkovic (Barcelona Super Computing Center), Dr. David Novo (University of Montpellier), Dr. Cory Merkel (Rochester Institute of Technology) |
| Summer/2022 |
Summer Break |
Summer Break |
|
| 10/July/2022 |
iMACAW |
In-person workshop at DAC2022 (https://www.ict.tuwien.ac.at/staff/taherinejad/iMACAW/) |
San Francisco, USA |
| Summer/2022 |
Summer Break |
Summer Break |
|
| 16/May/2022 |
MiM Anniversary Super Panelists - P2 |
A Super Panel discussion with our first year speakers -
Part II |
Jeronimo Castrillon (TU Dresden), Pedram Khalili (Northwestern Uni.), Helen Li (Duke Uni.), Damien Querlioz (Uni. Paris-Saclay) |
| 2/May/2022 |
MiM Anniversary Super Panelists - P1 |
A Super Panel discussion with our first year speakers -
Part I |
David Fick (Mythic) [Slides], Sharon Hu (Uni. Notre Dame) [Slides], Onur Mutlu (ETHZ) [Slides], Kaushik Roy (Purdue University) |
| 18/April/2022 |
No Talks |
Easter Holidays |
- |
| 4/April/2022 |
Prof. Mehdi Tahoori, Karlsruhe Institute of Technology |
Test and Reliability Aspects of Computation in Memory (Abstract & Bio, Slides, Video) |
Dr. Semeen Rehman (TU Wien) |
| 21/March/2022 |
Prof. Shimeng Yu, Georgia Institute of Technology |
NeuroSim: A Benchmark Framework of Compute-in-Memory Hardware Accelerators from Devices/Circuits to Architectures/Algorithms (Abstract & Bio, Slides, Video) |
Prof. Matthew Marinella (Arizona State Uni.), Prof. Michael Niemier (Uni. of Notre Dame) |
| 21/February/2022 |
Prof. Xiaobo Sharon Hu, University of Notre Dame |
In-Memory Computing with Associative Memories — A Cross-Layer Perspective (Abstract & Bio, Slides) |
Dr. Thomas Kämpfe (Fraunhofer IPMS), Prof. Xueqing Li (Tsinghua University) |
| 7/February/2022 |
Prof. Hai (Helen) Li, Duke University |
Efficient Machine Learning: Algorithms-Circuits-Devices Co-design (Abstract & Bio, Slides, Video) |
Dr. Shaahin Angizi (New Jersey Institute of Technology), Dr. Manuel Le Gallo (IBM Zurich) |
| 6/December/2021 |
Prof. Jeronimo Castrillon,
TU Dresden |
Racetrack memories: Fundamentals, architectures and code optimization (Abstract & Bio, Slides, Video) |
Dr. Rangharajan Venkatesan (NVIDIA) |
| 15/November/2021 |
Prof. Kaushik Roy,
Purdue University |
In-Memory Computing based Machine Learning Accelerators: Opportunities and Challenges (Abstract & Bio, Slides, Video) |
Prof. Alberto Bosio (EC de Lyon) |
| |
No Webinar |
Summer Break! |
Sunshine |
| 2/August/2021 |
Dr. David Fick,
Mythic |
Mythic's Flash-based Analog Compute-in-Memory (Abstract & Bio, Slides, Video) |
Dr. Biswajit Ray (University of Alabama - Huntsville), Dr. Saugata Ghose (University of Illinois, Urbana-Champaign) |
| 19/July/2021 |
Dr. Pedram Khalili,
Northwestern Uni. |
Computing using voltage-controlled stochasticity in MRAM (Abstract & Bio, Slides, Video) |
Dr. Siddharth Rao (IMEC) |
| 5/July/2021 |
Dr. Damien Querlioz,
Uni. Paris-Saclay |
In-Memory Computing with Imperfect or Unreliable Memory Devices (Abstract & Bio, Slides, Video) |
Dr. Patrick Sheridan (Micron Technology), Dr. Stephan Menzel (Jülich Research Center) |
| 21/June/2021 |
Dr. Abu Sebastian,
IBM Zurich |
Deep learning acceleration: A killer application for in-memory computing? (Abstract & Bio, Slides, Video) |
Dr. Shahar Kvatinsky (Technion - Israel Institute of Technology), Dr. Adnan Mehonic (University College London) |
| 7/June/2021 |
Fabrice Devaux,
UPmem |
UPMEM DPU, architecture of the first commercially available PIM system (Abstract & Bio, Slides, Video) |
Dr. Juan Gómez Luna (ETH Zurich), Dr. Izzat El Hajj (American University of Beirut) |
| 17/May/2021 |
Prof. Said Hamdioui,
TU Delft |
Memristor-based computation-in-memory for edge AI: Opportunities and Challenges (Abstract & Bio, Slides, Video) |
Dr. Ioannis Vourkas (UTFSM, Chile) |
| 3/May/2021 |
Prof. Onur Mutlu,
ETH Zurich |
Intelligent Architectures for Intelligent Machines (Abstract & Bio, Slides.PDF, Slides.PPT, Video) |
Dr. Deliang Fan (Arizona State Uni.),
Dr. Christian Weis (TU Kaiserslautern) |
