Abu Sebastian
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
28
Venues
10
Active years
2005–2025
Best venue rank
A*
Where they publish
Papers
28 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages. | Aleksandar Terzic, Michael Hersche, Giacomo Camposampiero, Thomas Hofmann, Abu Sebastian, Abbas Rahimi |
| 2025 | CASES | Hardware-Aware Compilation and Simulation for In-Memory Computing. | Asif Ali Khan, Hadjer Benmeziane, Hamid Farzaneh, Joo Paulo C. de Lima, William Andrew Simon, Yiyu Shi, Zheyu Yan, Abu Sebastian, X. Sharon Hu, Jernimo Castrilln, Corey Lammie |
| 2025 | ISCAS | Live Demonstration: Automated DNN Deployment on the IBM HERMES Project Chip. | Corey Lammie, Julian Bchel, Athanasios Vasilopoulos, Giacomo Camposampiero, Lionel Noussi, William Andrew Simon, Manuel Le Gallo, Abu Sebastian |
| 2025 | ISCAS | NIMA: Near In-Memory High-Precision Accumulation Unit for Heterogeneous Analog/Digital Deep Learning Acceleration. | Irem Sanli, Elena Ferro, Athanasios Vasilopoulos, Thomas Boesch, Abu Sebastian, Irem Boybat |
| 2025 | ISCAS | A framework for analog-digital mixed-precision neural network training and inference. | Athanasios Vasilopoulos, Emma Boulharts, Corey Lammie, Julian Bchel, Hadjer Benmeziane, Manuel Le Gallo, Abu Sebastian |
| 2025 | NeSy | Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? | Giacomo Camposampiero, Michael Hersche, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi |
| 2024 | DATE | Zero-Shot Classification Using Hyperdimensional Computing. | Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi |
| 2024 | ECAI | RETRO-LI: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization. | Gentiana Rashiti, Geethan Karunaratne, Mrinmaya Sachan, Abu Sebastian, Abbas Rahimi |
| 2024 | ISCAS | A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. | Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian |
| 2024 | ISCAS | Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training. | Corey Lammie, Athanasios Vasilopoulos, Julian Bchel, Giacomo Camposampiero, Manuel Le Gallo, Malte J. Rasch, Abu Sebastian |
| 2024 | NeSy | Towards Learning Abductive Reasoning Using VSA Distributed Representations. | Giacomo Camposampiero, Michael Hersche, Aleksandar Terzic, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi |
| 2023 | NeSy | Decoding Superpositions of Bound Symbols Represented by Distributed Representations. | Michael Hersche, Zuzanna Opala, Geethan Karunaratne, Abu Sebastian, Abbas Rahimi |
| 2023 | NeSy | Solving Raven's Progressive Matrices via a Neuro-vector-symbolic Architecture. | Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi |
| 2022 | CVPR | Constrained Few-shot Class-incremental Learning. | Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi |
| 2022 | IJCNN | Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing. | Robert Guirado, Abbas Rahimi, Geethan Karunaratne, Eduard Alarcn, Abu Sebastian, Sergi Abadal |
| 2021 | ISCAS | Accurate Weight Mapping in a Multi-Memristive Synaptic Unit. | Michele Martemucci, Benedikt Kersting, Riduan Khaddam-Aljameh, Irem Boybat, S. R. Nandakumar, Urs Egger, Matthew BrightSky, Robert L. Bruce, Manuel Le Gallo, Abu Sebastian |
| 2020 | ISCAS | ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning. | Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo, Irem Boybat, Christophe Piveteau, Abu Sebastian, Bipin Rajendran, Evangelos Eleftheriou |
| 2020 | ISCAS | Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing. | Anastasios Petropoulos, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Theodore Antonakopoulos |
| 2020 | ISCAS | File Classification Based on Spiking Neural Networks. | Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian |
| 2019 | DATE | Applications of Computation-In-Memory Architectures based on Memristive Devices. | Said Hamdioui, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Abu Sebastian, Manuel Le Gallo, Sandeep Pande, Siebren Schaafsma, Francky Catthoor, Shidhartha Das, Fernando Garca-Redondo, Geethan Karunaratne, Abbas Rahimi, Luca Benini |
| 2019 | ISCAS | Multi-ReRAM Synapses for Artificial Neural Network Training. | Irem Boybat, Cecilia Giovinazzo, Elmira Shahrabi, Igor Krawczuk, Iason Giannopoulos, Christophe Piveteau, Manuel Le Gallo, Carlo Ricciardi, Abu Sebastian, Evangelos Eleftheriou, Yusuf Leblebici |
| 2018 | IJCNN | Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. | Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou |
| 2018 | ISCAS | Mixed-precision architecture based on computational memory for training deep neural networks. | S. R. Nandakumar, Manuel Le Gallo, Irem Boybat, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou |
| 2018 | ISCAS | Exploiting the non-linear current-voltage characteristics for resistive memory readout. | Nikolaos Papandreou, Abu Sebastian, Haralampos Pozidis |
| 2017 | IJCNN | Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes. | Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou |
| 2011 | ISCAS | Programming algorithms for multilevel phase-change memory. | Nikolaos Papandreou, Haralampos Pozidis, Aggeliki Pantazi, Abu Sebastian, Matthew J. Breitwisch, Chung Hon Lam, Evangelos Eleftheriou |
| 2007 | GLOBECOM | Jitter Investigation and Performance Evaluation of a Small-Scale Probe Storage Device Prototype. | Abu Sebastian, Aggeliki Pantazi, Haralampos Pozidis |
| 2005 | ICASSP | Signal processing for probe storage. | Haralampos Pozidis, Peter Bchtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi, Abu Sebastian |