| Time | Wednesday (Oct 28) | Thursday (Oct 29) | Friday (Oct 30) |
|---|---|---|---|
| 09:00-09:15 | Opening Remarks | ||
| 09:15-11:00 | Session 1 + Q&A IMC for Neural Networks |
Session 4 + Q&A In-Memory Operations |
Session 7 + Q&A Reliability |
| 11:00-11:15 | Coffee Break | Coffee Break | Coffee Break |
| 11:15-12:30 | Keynote 1 Kaushik Roy |
Keynote 2 Onur Mutlu |
Keynote 3 Irem Boybat |
| 12:30-13:45 | Lunch | Lunch | Lunch |
| 13:45-15:00 | Session 2 + Q&A IMC Devices |
Session 5 + Q&A System Integration |
Session 8 + Q&A Modeling Approaches |
| 15:00-15:30 | Coffee Break | ||
| 15:30-16:00 | Session 3 + Q&A Spiking Neurons |
Coffee Break | Awards & Closing |
| 16:00-16:45 | Session 6 + Q&A Hardware Foundations |
||
| 16:45-17:15 | |||
| 17:30-19:00 | Welcome Reception | ||
| 19:00-21:00 | Gala Dinner |
| Session | Date | ID | Title | Type | Time |
|---|---|---|---|---|---|
| 1. IMC for Neural Networks |
Oct. 28 | 93 | ShiftMUX: Reconfigurable 4:1 MUX-Based In-Memory Shifter for Multiplication-Less Deep Neural Network Accelerations Vinodh Kumar Bose (Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram); Rajiv Joshi (IBM Thomas J. Watson Research Center); Yu Cao (University of Minnesota Twin Cities); Binsu J Kailath (Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram) |
JETCAS | 09:15 |
| 21 | HyPIM: Accelerating Hyperbolic Machine Learning via Processing-In-Memory Jinlin Wu, Ferit Ozdaban, Selvanathan Sadhasivam, Xiaoyang Lu (Illinois Institute of Technology); Yunhui Guo (University of Texas at Dallas); Minxuan Zhou (Illinois Institute of Technology) |
Short Paper | 09:35 | ||
| 67 | Constant-Current-Read RRAM Analog In-Memory Computing for Energy-Efficient Forward Inference Mamadou Hawa Diallo (Aix-Marseille Univ, Univ. de Toulon, CNRS, IM2NP, Marseille, France); Mohammed Akib Iftakher, Adrien Renaudineau (Université Paris-Saclay, CNRS, C2N, Palaiseau, France); Jorge-Daniel Aguirre-Morales, Eloi Muhr, Fadi Jebali, Jean-Pierre Walder (Aix-Marseille Univ, Univ. de Toulon, CNRS, IM2NP, Marseille, France); Mathieu-Coumba Faye, Kamel-Eddine Harabi (CEA-LETI, Univ. Grenoble Alpes, France); Franck Melul (Aix-Marseille Univ, Univ. de Toulon, CNRS, IM2NP, Marseille, France); Elisa Vianello, François Andrieu (CEA-LETI, Univ. Grenoble Alpes, France); Damien Querlioz (Université Paris-Saclay, CNRS, C2N, Palaiseau, France); Jean-Michel Portal (Aix-Marseille Univ, Univ. de Toulon, CNRS, IM2NP, Marseille, France) |
Short Paper | 09:50 | ||
| 10 | Noise-Driven Zeroth-Order Optimisation for In-Situ Training on Memristive Networks Joao Paulo Cardoso de Lima, Sreenidhi Katta Jagadeesh Gari, Asif Ali Khan, Jeronimo Castrillon (TU Dresden, Germany) |
EA | 10:05 | ||
| 79 | DARTH-PUM: A Hybrid Analog and Digital Processing-Using-Memory Architecture Ryan Wong (University of Illinois Urbana-Champaign); Ben Feinberg (Sandia National Laboratories); Saugata Ghose (University of Illinois Urbana-Champaign) |
EA | 10:10 | ||
| - | Q&A | - | 10:15 | ||
| 2. IMC Devices |
Oct. 28 | 168 | Performance Investigation of HfOX-based 1Transistor-1Memristor Cell for In-memory Logic Gates Implementation Mani Shankar Yadav, Sukesh Gupta, Avinash Kumar Gupta, Brajesh Rawat (Indian Institute of Technology Ropar, India) |
JETCAS | 13:45 |
| 102 | Monolithic 1T1R IGZO Integration for BEOL-Compatible Memory Applications Harsh Khedwal, Thomas Mikolajick, Benjamin Max (TU Dresden) |
Short Paper | 14:05 | ||
| 74 | Development of Hf0.5Zr0.5O2-based memcapacitors crosspoints for charge-based in-memory computing Adrien Aboudib, Fabien Alibart, Dorian Coffineau, Dominique Drouin (Université de Sherbrooke); Yann Beilliard (Université Grenoble Alpes) |
EA | 14:20 | ||
| - | Q&A | - | 14:25 | ||
| 3. Spiking Neurons |
Oct. 28 | 31 | Near Real-Time Spike-Driven Synaptic Plasticity for CTT-Based Neuromorphic Systems Amirtha Chandrasekaran (University of California, Irvine); Samuel Dayo (Stanford University); Mousa Karimi (McGill University); Boris Vaisband (University of California, Irvine) |
JETCAS | 15:30 |
| 77 | BEOL TiOx Memristor Variability Under Arbitrary Pulsing for Neuromorphic Applications Davide Florini (Universite de Sherbrooke); Nikhil Garg (University of Groningen); Eloi Muhr (Universite d'Aix-Marseille); Nizar Sahid (Universite de Sherbrooke); Jean-Michel Portal (Universite d'Aix-Marseille); Serge Ecoffey (Universite de Sherbrooke); Fabien Alibart (Université de Sherbrooke); Dominique Drouin (Universite de Sherbrooke) |
EA | 15:50 | ||
| 115 | SPARQS: SPiking EARly-Exit Quantized Neural Networks for Safety-Critical Edge deployment Mahdi Taheri, Christian Herglotz (BTU Cottbus, Germany) |
EA | 15:55 | ||
| 80 | CMOS Readout Circuits for Ferroelectric Synaptic Devices Matteo Mazza (ETH Zurich, Politecnico di Milano); Arianna Rubino (ETH Zurich); Elisabetta Chicca (University of Groningen); Giacomo Indivieri (ETH Zurich, UZH Zurich); Laura Bégon-Lours (ETH Zurich); Nikhil Garg (ETH Zurich, University of Groningen) |
EA | 16:00 | ||
| - | Q&A | - | 16:05 | ||
| 4. In-Memory Operations |
Oct. 29 | 25 | AM5: Bulk Logic-in-Memory Using MRAM NAND Crossbar for Energy-Efficient Computing Cristhopher Mosquera, Esteban Garzón, Marco Lanuzza (University of Calabria); Adam Teman, Leonid Yavits (Bar-Ilan University) |
JETCAS | 09:15 |
| 142 | High-Speed MAGIC-Based Exact and Approximate Adders for In-Memory Computing Nandit Kaushik (Technion-Israel Institute of Technology); Fabian Seiler, Nima Amirafshar, Nima TaheriNejad (Institute of Computer Engineering (ZITI), Heidelberg University, Heidelberg, Germany); Srinivasu Bodapati (Indian Institute of Technology (IIT), Mandi) |
JETCAS | 09:35 | ||
| 46 | Fast and Compact Unary Sorting in Memristive Memory Fabian Seiler, Nima TaheriNejad (Heidelberg University, Heidelberg, Germany); M. Hassan Najafi (Case Western Reserve University, Cleveland, USA) |
Short Paper | 09:55 | ||
| 82 | High-Speed, Low-Cost Stateful Exact Adder Using Minority and NOT Logic Gulafshan, Fabian Seiler, Nima TaheriNejad (Heidelberg University) |
EA | 10:10 | ||
| 97 | Neural Surrogate Compilation via Hypernetworks Luis Schoppik (Technical University Dresden, Chair for Compiler Construction) |
EA | 10:15 | ||
| - | Q&A | - | 10:20 | ||
| 5. System Integration |
Oct. 29 | 145 | Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators Jan Finkbeiner (Forschungszentrum Juelich, RWTH Aachen University); Sebastian Siegel, Chirag Sudarshan (Forschungszentrum Juelich); Yuankang Zhao, John Paul Strachan, Emre Neftci (Forschungszentrum Juelich, RWTH Aachen University) |
JETCAS | 13:45 |
| 161 | EFFP-NMC: An Energy-Efficient and Flexible Floating-Point Framework for Near-MRAM Computing Chi-An Liao, Tsung-Te Liu (National Taiwan University) |
JETCAS | 14:05 | ||
| 23 | Is Analog Enough? Alignment-Free One-Shot Analog FP4 Compute-in-Memory Against Alignment-Based Designs Ling-An Cheong, Zhuoya Wang, Wenjun Tang, Pengjun Wang, Huazhong Yang, Xueqing Li (Tsinghua University) |
Short Paper | 14:25 | ||
| 59 | The Memory Processing Unit: A Device- and Datapath-Agnostic In-Memory Computing Interface for End-to-End Program Execution Minh S. Q. Truong (Carnegie Mellon University / University of Illinois Urbana-Champaign); Yiqiu Sun, Dawei Xiong, Amol Shah (University of Illinois Urbana-Champaign); Alex Glass (Carnegie Mellon University); Abraham Farrell (University of Illinois Urbana-Champaign); James A. Bain, L. Richard Carley (Carnegie Mellon University); Saugata Ghose (University of Illinois Urbana-Champaign) |
EA | 14:40 | ||
| 61 | Validating Data Partitioning in Processing-Near-Memory Compilers Kushagra Gupta (UNSW) |
EA | 14:45 | ||
| - | Q&A | - | 14:50 | ||
| 6. Hardware Foundations |
Oct. 29 | 15 | Wide-Input-Range CM-Less SAR ADC Utilizing Capacitive Array-Reuse for High-Density CIM Alireza Ahrar (Department of Electrical Engineering and Computer Science, York University, Toronto, Canada); Sungkyun Cho (Department of Electrical and Computer Engineering, McMaster University, Hamilton, Canada); Mohammad Reza Pazhouhandeh (Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada); Mostafa Rahimi Azghadi (College of Science and Engineering, James Cook University, Townsville, Australia); Amirali Amirsoleimani (Department of Electrical Engineering and Computer Science, York University, Toronto, Canada) |
Short Paper | 16:00 |
| 60 | Depth Optimization of Binary Field GF(2^m) Multipliers using MAGIC-Based In-Memory Computing Saeideh Nabipour (German Research Centre for Artificial Intelligence (DFKI)); Kamalika Datta (German Research Centre for Artificial Intelligence (DFKI)/University of Bremen); Abhoy Kole (German Research Centre for Artificial Intelligence (DFKI)); Saeideh Shirinzadeh (German Research Centre for Artificial Intelligence (DFKI)/Fraunhofer Institute for Systems and Innovation Research (ISI), Karlsruhe); Rolf Drechsler (German Research Centre for Artificial Intelligence (DFKI)/University of Bremen) |
Short Paper | 16:15 | ||
| 134 | Ferroelectric Non-Volatile Flip-Flop Basile Darne, Alberto Bosio, Cédric Marchand (University of Lyon - Lyon Institute of Nanotechnology (UMR CNRS 5270)) |
EA | 16:30 | ||
| - | Q&A | - | 16:35 | ||
| 7. Reliability |
Oct. 30 | 13 | In-Memory SAT Evaluation on RRAM Crossbars: From Exact Verification to Sampling-Based Falsification Fatemeh Shirinzadeh, Abhoy Kole, Kamalika Datta, saeideh Shirinzadeh, Rolf Drechsler (DFKI) |
Long Paper | 09:15 |
| 20 | ScrubPIM: Exploiting PIM to Enable In-Memory Error Correction Derek Christ, Tino Reith, Nils Wilbert (University of Würzburg); Matthias Jung (University of Würzburg and Fraunhofer IESE) |
Short Paper | 09:35 | ||
| 75 | Reliability and Assessment of an MRAM-based Non-Volatile Precharge-Free Ternary CAM for Real-Time Edge Inference Oliver Caisaluisa (Institut National Polytechnique; Universidad San Francisco de Quito); Fabian Seiler (Heidelberg University); Luis-Miguel Prócel (Universidad San Francisco de Quito); Marco Lanuzza (University of Calabria; ICAR-CNR); Adam Quotb (Institut National Polytechnique; LAAS-CNRS); Nima TaheriNejad (Heidelberg University); Esteban Garzón (University of Calabria; ICAR-CNR) |
Short Paper | 09:50 | ||
| 141 | IR Drop-Robust ReRAM CiM System with Weight-Aware X-Address Scrambling Chihiro Matsui, Shota Suzuki, Naoko Misawa, Ken Takeuchi (The University of Tokyo) |
EA | 10:05 | ||
| 72 | Reliability Impact of Input State Variability to Memristive Stateful Logic Operations Fabian Seiler, Peter Moritz Hinkel, Nima TaheriNejad (Heidelberg University, Heidelberg, Germany) |
EA | 10:10 | ||
| - | Q&A | - | 10:15 | ||
| 8. Modeling Approaches |
Oct. 30 | 181 | An HLS-Based Framework for Non-Ideality Aware Modeling of SRAM-Based Analog In-Memory Computing Accelerators Talha Bin Aslam, Shivam Shukla, Utkarsh Choudhary, Belal Iqbal, Anuj Grover (Indraprastha Institute of Information Technology, Delhi (IIIT-Delhi).) |
JETCAS | 13:45 |
| 8 | A gem5-based Simulation Framework for Computing-in-DRAM Alexander Kusnezoff, Joao Paulo C. de Lima, Jeronimo Castrillon, Asif Ali Khan (TU Dresden) |
Short Paper | 14:05 | ||
| 65 | An ISA-Transparent Design Space Exploration Framework for Heterogeneous RISC-V Posit Compute-in-Memory Systems Jae Hyung Ko, Kyu Hyun Choi (Korea Electronics Technology Institute) |
Short Paper | 14:20 | ||
| 50 | A Flexible Evaluation Framework for HBM Interconnects on FPGAs Sven-Erik Kräusche, Florian Rokohl, Marc Reichenbach (Institute of Applied Microelectronics and Computer Engineering, University of Rostock) |
EA | 14:35 | ||
| 78 | A Comparative Study of Machine Learning Surrogates for Multi-Target Performance Prediction in 1T1C FeMFET Bitcells Rosario Pronsato, Antoine Cauquil, Miqueas Filsinger, Ian O'Connor, Damien Deleruyelle (Ecole Centrale de Lyon, INSA Lyon, CNRS, Universite Claude Bernard Lyon 1, CPE Lyon, INL UMR5270, 69130 Ecully, France) |
EA | 14:40 | ||
| 140 | A Scalable and Layout-Aware Methodology for Evaluating FeMFET-Based iMC Crossbars Antoine Cauquil, Rosario Pronsato, Miqueas Filsinger, Basile Darne (Lyon Institute of Nanotechnology); Joel Minguet Lopez, Jean Coignus (CEA Leti); Damien Deleruyelle, Ian O'Connor (Lyon Institute of Nanotechnology) |
EA | 14:45 | ||
| - | Q&A | - | 14:50 |
