Abu Sebastian - RankMe

175 papers A* 3A 3B 4C 24Misc 1Journal 106Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A foundation model with multi-variate parallel attention to generate neuronal activity. CoRR Francesco S. Carzaniga, Michael Hersche, Abu Sebastian, Kaspar Anton Schindler, Abbas Rahimi
2025	C	`conf`	A framework for analog-digital mixed-precision neural network training and inference. ISCAS Athanasios Vasilopoulos, Emma Boulharts, Corey Lammie, Julian Büchel, Hadjer Benmeziane, Manuel Le Gallo, Abu Sebastian
2025	—	`conf`	Analog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance. IMW H. Tsai, Hadjer Benmeziane, Irem Boybat, Julian Büchel, Pritish Narayanan, Manuel Le Gallo, S. Jain, Athanasios Vasilopoulos, W. Simon, Kohji Hosokawa, M. Ishii, Yasuteru Kohda, A. Chen, Charles Mackin, Kaoutar El Maghraoui, Atsuya Okazaki, Alexander M. Friz, Jose Luquin, Abu Sebastian, V. Narayanan, Geoffrey W. Burr
2025	J	`jnl`	Analog Foundation Models. CoRR Julian Büchel, Iason Chalas, Giovanni Acampa, An Chen, Omobayode Fagbohungbe, Sidney Tsai, Kaoutar El Maghraoui, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian
2025	—	`conf`	Analog-AI Hardware Accelerators for Low-Latency Transformer-Based Language Models (Invited). CICC Geoffrey W. Burr, H. Tsai, Irem Boybat, William Andrew Simon, Julian Büchel, Athanasios Vasilopoulos, Pritish Narayanan, Andrea Fasoli, Kohji Hosokawa, Manuel Le Gallo, M. Ishii, Yasuteru Kohda, Atsuya Okazaki, A. Chen, Charles Mackin, Elena Ferro, Kaoutar El Maghraoui, Hadjer Benmeziane, T. Philicelli, Corey Lammie, Alexander M. Friz, Jose Luquin, S. Jain, Abu Sebastian, V. Narayanan
2025	J	`jnl`	Author Correction: Kernel approximation using analogue in-memory computing. Nat. Mac. Intell. Julian Büchel, Giacomo Camposampiero, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian
2025	C	`conf`	Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? NeSy Giacomo Camposampiero, Michael Hersche, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi
2025	J	`jnl`	Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? CoRR Giacomo Camposampiero, Michael Hersche, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi
2025	J	`jnl`	CiMBA: Accelerating Genome Sequencing Through On-Device Basecalling via Compute-in-Memory. IEEE Trans. Parallel Distributed Syst. William Andrew Simon, Irem Boybat, Riselda Kodra, Elena Ferro, Gagandeep Singh, Mohammed Alser, Shubham Jain, Hsinyu Tsai, Geoffrey W. Burr, Onur Mutlu, Abu Sebastian
2025	J	`jnl`	CiMBA: Accelerating Genome Sequencing through On-Device Basecalling via Compute-in-Memory. CoRR William Andrew Simon, Irem Boybat, Riselda Kodra, Elena Ferro, Gagandeep Singh, Mohammed Alser, Shubham Jain, Hsinyu Tsai, Geoffrey W. Burr, Onur Mutlu, Abu Sebastian
2025	J	`jnl`	Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing. Nat. Comput. Sci. Julian Büchel, Athanasios Vasilopoulos, William Andrew Simon, Irem Boybat, Hsinyu Tsai, Geoffrey W. Burr, Hernan Castro, Bill Filipiak, Manuel Le Gallo, Abbas Rahimi, Vijay Narayanan, Abu Sebastian
2025	Misc	`conf`	Hardware-Aware Compilation and Simulation for In-Memory Computing. CASES Asif Ali Khan, Hadjer Benmeziane, Hamid Farzaneh, João Paulo C. de Lima, William Andrew Simon, Yiyu Shi, Zheyu Yan, Abu Sebastian, X. Sharon Hu, Jerónimo Castrillón, Corey Lammie
2025	J	`jnl`	I-RAVEN-X: Benchmarking Generalization and Robustness of Analogical and Mathematical Reasoning in Large Language and Reasoning Models. CoRR Giacomo Camposampiero, Michael Hersche, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi
2025	J	`jnl`	LionHeart: A Layer-Based Mapping Framework for Heterogeneous Systems With Analog In-Memory Computing Tiles. IEEE Trans. Emerg. Top. Comput. Corey Lammie, Yuxuan Wang, Flavio Ponzina, Joshua Alexander Harrison Klein, Hadjer Benmeziane, Marina Zapater, Irem Boybat, Abu Sebastian, Giovanni Ansaloni, David Atienza
2025	C	`conf`	Live Demonstration: Automated DNN Deployment on the IBM HERMES Project Chip. ISCAS Corey Lammie, Julian Büchel, Athanasios Vasilopoulos, Giacomo Camposampiero, Lionel Noussi, William Andrew Simon, Manuel Le Gallo, Abu Sebastian
2025	C	`conf`	NIMA: Near In-Memory High-Precision Accumulation Unit for Heterogeneous Analog/Digital Deep Learning Acceleration. ISCAS Irem Sanli, Elena Ferro, Athanasios Vasilopoulos, Thomas Boesch, Abu Sebastian, Irem Boybat
2025	A*	`conf`	On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages. AAAI Aleksandar Terzic, Michael Hersche, Giacomo Camposampiero, Thomas Hofmann, Abu Sebastian, Abbas Rahimi
2025	J	`jnl`	Probabilistic photonic computing for AI. Nat. Comput. Sci. Frank Brückerhoff-Plückelmann, Anna P. Ovvyan, Akhil Varri, Hendrik Borras, Bernhard Klein, Lennart Meyer, C. David Wright, Harish Bhaskaran, Syed Ghazi Sarwat, Abu Sebastian, Holger Fröning, Wolfram H. P. Pernice
2025	J	`jnl`	Processing-in-memory for genomics workloads. CoRR William Andrew Simon, Leonid Yavits, Konstantina Koliogeorgi, Yann Falevoz, Yoshihiro Shibuya, Dominique Lavenier, Irem Boybat, Klea Zambaku, Berkan Sahin, Mohammad Sadrosadati, Onur Mutlu, Abu Sebastian, Rayan Chikhi, The BioPIM Consortium, Can Alkan
2025	J	`jnl`	Training of physical neural networks. Nat. Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2024	C	`conf`	A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. ISCAS Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian
2024	J	`jnl`	A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. CoRR Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian
2024	—	`conf`	Analog AI as a Service: A Cloud Platform for In-Memory Computing. SSE Kaoutar El Maghraoui, Kim Tran, Kurtis Ruby, Borja Godoy, Jordan Murray, Manuel Le Gallo-Bourdeau, Todd Deshane, Pablo Gonzalez, Diego Moreda, Hadjer Benmeziane, Corey Liam Lammie, Julian Büchel, Malte J. Rasch, Abu Sebastian, Vijay Narayanan
2024	J	`jnl`	Designing Circuits for AiMC Based on Non-Volatile Memories: A Tutorial Brief on Trade-Off and Strategies for ADCs and DACs Co-Design. IEEE Trans. Circuits Syst. II Express Briefs Riccardo Vignali, Riccardo Zurla, Marco Pasotti, Pier Luigi Rolandi, Abhairaj Singh, Manuel Le Gallo, Abu Sebastian, Taekwang Jang, Alessio Antolini, Eleonora Franchi Scarselli, Alessandro Cabrini
2024	C	`conf`	Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training. ISCAS Corey Lammie, Athanasios Vasilopoulos, Julian Büchel, Giacomo Camposampiero, Manuel Le Gallo, Malte J. Rasch, Abu Sebastian
2024	J	`jnl`	Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training. CoRR Corey Lammie, Athanasios Vasilopoulos, Julian Büchel, Giacomo Camposampiero, Manuel Le Gallo, Malte J. Rasch, Abu Sebastian
2024	J	`jnl`	In-Materia Speech Recognition. CoRR Mohamadreza Zolfagharinejad, Julian Büchel, Lorenzo Cassola, Sachin Kinge, Syed Ghazi Sarwat, Abu Sebastian, Wilfred G. van der Wiel
2024	J	`jnl`	Kernel Approximation using Analog In-Memory Computing. CoRR Julian Büchel, Giacomo Camposampiero, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian
2024	J	`jnl`	Kernel approximation using analogue in-memory computing. Nat. Mac. Intell. Julian Büchel, Giacomo Camposampiero, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Abbas Rahimi, Abu Sebastian
2024	J	`jnl`	LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles. CoRR Corey Lammie, Flavio Ponzina, Yuxuan Wang, Joshua Alexander Harrison Klein, Marina Zapater, Irem Boybat, Abu Sebastian, Giovanni Ansaloni, David Atienza
2024	J	`jnl`	On the Expressiveness and Length Generalization of Selective State-Space Models on Regular Languages. CoRR Aleksandar Terzic, Michael Hersche, Giacomo Camposampiero, Thomas Hofmann, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	On the Role of Noise in Factorizers for Disentangling Distributed Representations. CoRR Geethan Karunaratne, Michael Hersche, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures. CoRR Michael Hersche, Francesco Di Stefano, Thomas Hofmann, Abu Sebastian, Abbas Rahimi
2024	A	`conf`	RETRO-LI: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization. ECAI Gentiana Rashiti, Geethan Karunaratne, Mrinmaya Sachan, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization. CoRR Gentiana Rashiti, Geethan Karunaratne, Mrinmaya Sachan, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser
2024	J	`jnl`	The Inherent Adversarial Robustness of Analog In-Memory Computing. CoRR Corey Lammie, Julian Büchel, Athanasios Vasilopoulos, Manuel Le Gallo, Abu Sebastian
2024	—	`conf`	Towards Learning Abductive Reasoning Using VSA Distributed Representations. NeSy (1) Giacomo Camposampiero, Michael Hersche, Aleksandar Terzic, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Towards Learning Abductive Reasoning using VSA Distributed Representations. CoRR Giacomo Camposampiero, Michael Hersche, Aleksandar Terzic, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning. CoRR Michael Hersche, Giacomo Camposampiero, Roger Wattenhofer, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Training of Physical Neural Networks. CoRR Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2024	A	`conf`	Zero-Shot Classification Using Hyperdimensional Computing. DATE Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
2024	J	`jnl`	Zero-shot Classification using Hyperdimensional Computing. CoRR Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	A neuro-vector-symbolic architecture for solving Raven's progressive matrices. Nat. Mac. Intell. Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	ALPINE: Analog In-Memory Acceleration With Tight Processor Integration for Deep Learning. IEEE Trans. Computers Joshua Alexander Harrison Klein, Irem Boybat, Yasir Mahmood Qureshi, Martino Dazzi, Alexandre Levisse, Giovanni Ansaloni, Marina Zapater, Abu Sebastian, David Atienza
2023	—	`conf`	AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. EDGE Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui
2023	J	`jnl`	AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing. CoRR Hadjer Benmeziane, Corey Lammie, Irem Boybat, Malte J. Rasch, Manuel Le Gallo, Hsinyu Tsai, Ramachandran Muralidhar, Smaïl Niar, Hamza Ouarnoughi, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui
2023	C	`conf`	Decoding Superpositions of Bound Symbols Represented by Distributed Representations. NeSy Michael Hersche, Zuzanna Opala, Geethan Karunaratne, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	Factorizers for Distributed Sparse Block Codes. CoRR Michael Hersche, Aleksandar Terzic, Geethan Karunaratne, Jovin Langenegger, Angéline Pouget, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	—	`ch.`	Few-Shot Continual Learning Based on Vector Symbolic Architectures. Compendium of Neurosymbolic Artificial Intelligence Geethan Karunaratne, Michael Hersche, Giovanni Cherubini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks. IEEE Trans. Neural Networks Learn. Syst. Denis Kleyko, Geethan Karunaratne, Jan M. Rabaey, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	Gradient descent-based programming of analog in-memory computing cores. CoRR Julian Büchel, Athanasios Vasilopoulos, Benedikt Kersting, Frédéric Odermatt, Kevin Brew, Injo Ok, Samuel Choi, Iqbal Saraf, Victor Chan, Timothy Philip, Nicole Saulnier, Vijay Narayanan, Manuel Le Gallo, Abu Sebastian
2023	J	`jnl`	Graphene-Based Wireless Agile Interconnects for Massive Heterogeneous Multi-Chip Processors. IEEE Wirel. Commun. Sergi Abadal, Robert Guirado, Hamidreza Taghvaee, Akshay Jain, Elana Pereira de Santana, Peter Haring Bolívar, Mohamed Saeed, Renato Negra, Zhenxing Wang, Kun-Ta Wang, Max Christian Lemme, Joshua Alexander Harrison Klein, Marina Zapater, Alexandre Levisse, David Atienza, Davide Rossi, Francesco Conti, Martino Dazzi, Geethan Karunaratne, Irem Boybat, Abu Sebastian
2023	J	`jnl`	Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators. CoRR Malte J. Rasch, Charles Mackin, Manuel Le Gallo, An Chen, Andrea Fasoli, Frédéric Odermatt, Ning Li, S. R. Nandakumar, Pritish Narayanan, Hsinyu Tsai, Geoffrey W. Burr, Abu Sebastian, Vijay Narayanan
2023	—	`conf`	Impact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited). IRPS Martin M. Frank, Ning Li, Malte J. Rasch, Shubham Jain, Ching-Tzu Chen, Ramachandran Muralidhar, Jin-Ping Han, Vijay Narayanan, Timothy Philip, Kevin Brew, Andrew Simon, Iqbal Saraf, Nicole Saulnier, Irem Boybat, Stanislaw Wozniak, Abu Sebastian, Pritish Narayanan, Charles Mackin, An Chen, Hsinyu Tsai, Geoffrey W. Burr
2023	A*	`conf`	MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition. NeurIPS Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition. CoRR Nicolas Menet, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error. IEEE J. Emerg. Sel. Topics Circuits Syst. Julian Büchel, Athanasios Vasilopoulos, Benedikt Kersting, Corey Lammie, Kevin Brew, Timothy Philip, Nicole Saulnier, Vijay Narayanan, Manuel Le Gallo, Abu Sebastian
2023	C	`conf`	Solving Raven's Progressive Matrices via a Neuro-vector-symbolic Architecture. NeSy Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	TCNCA: Temporal Convolution Network with Chunked Attention for Scalable Sequence Processing. CoRR Aleksandar Terzic, Michael Hersche, Geethan Karunaratne, Luca Benini, Abu Sebastian, Abbas Rahimi
2023	J	`jnl`	Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference. CoRR Manuel Le Gallo, Corey Lammie, Julian Büchel, Fabio Carta, Omobayode Fagbohungbe, Charles Mackin, Hsinyu Tsai, Vijay Narayanan, Abu Sebastian, Kaoutar El Maghraoui, Malte J. Rasch
2023	J	`jnl`	WHYPE: A Scale-Out Architecture With Wireless Over-the-Air Majority for Scalable In-Memory Hyperdimensional Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. Robert Guirado, Abbas Rahimi, Geethan Karunaratne, Eduard Alarcón, Abu Sebastian, Sergi Abadal
2023	J	`jnl`	WHYPE: A Scale-Out Architecture with Wireless Over-the-Air Majority for Scalable In-memory Hyperdimensional Computing. CoRR Robert Guirado, Abbas Rahimi, Geethan Karunaratne, Eduard Alarcón, Abu Sebastian, Sergi Abadal
2022	J	`jnl`	2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2022	J	`jnl`	A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference. CoRR Manuel Le Gallo, Riduan Khaddam-Aljameh, Milos Stanisavljevic, Athanasios Vasilopoulos, Benedikt Kersting, Martino Dazzi, Geethan Karunaratne, Matthias Braendli, Abhairaj Singh, Silvia M. Mueller, Julian Büchel, Xavier Timoneda Comas, Vinay Joshi, Urs Egger, Angelo Garofalo, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Timothy Philip, Victor Chan, Mary Claire Silvestre, Ishtiaq Ahsan, Nicole Saulnier, Vijay Narayanan, Pier Andrea Francese, Evangelos Eleftheriou, Abu Sebastian
2022	J	`jnl`	A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices. CoRR Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	ALPINE: Analog In-Memory Acceleration with Tight Processor Integration for Deep Learning. CoRR Joshua Alexander Harrison Klein, Irem Boybat, Yasir Mahmood Qureshi, Martino Dazzi, Alexandre Levisse, Giovanni Ansaloni, Marina Zapater, Abu Sebastian, David Atienza
2022	J	`jnl`	Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics. CoRR Dominique J. Kösters, Bryan A. Kortman, Irem Boybat, Elena Ferro, Sagar Dolas, Roberto de Austri, Johan Kwisthout, Hans Hilgenkamp, Theo Rasing, Heike Riel, Abu Sebastian, Sascha Caron, Johan H. Mentink
2022	A*	`conf`	Constrained Few-shot Class-incremental Learning. CVPR Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	Constrained Few-shot Class-incremental Learning. CoRR Michael Hersche, Geethan Karunaratne, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks. CoRR Denis Kleyko, Geethan Karunaratne, Jan M. Rabaey, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	HERMES-Core - A 1.59-TOPS/mm IEEE J. Solid State Circuits Riduan Khaddam-Aljameh, Milos Stanisavljevic, Jordi Fornt Mas, Geethan Karunaratne, Matthias Brändli, Feng Liu, Abhairaj Singh, Silvia M. Müller, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Fee Li Lie, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, S. R. Nandakumar, Manuel Le Gallo, Pier Andrea Francese, Abu Sebastian, Evangelos Eleftheriou
2022	—	`conf`	In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory. ESSCIRC Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory. CoRR Geethan Karunaratne, Michael Hersche, Jovin Langenegger, Giovanni Cherubini, Manuel Le Gallo, Urs Egger, Kevin Brew, Samuel Choi, Injo Ok, Mary Claire Silvestre, Ning Li, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, Luca Benini, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	In-memory factorization of holographic perceptual representations. CoRR Jovin Langenegger, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
2022	J	`jnl`	Interconnects for DNA, Quantum, In-Memory, and Optical Computing: Insights From a Panel Discussion. IEEE Micro Amlan Ganguly, Sergi Abadal, Ishan G. Thakkar, Natalie Enright Jerger, Marc D. Riedel, Masoud Babaie, Rajeev Balasubramonian, Abu Sebastian, Sudeep Pasricha, Baris Taskin
2022	J	`jnl`	ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator. IEEE Micro Chuteng Zhou, Fernando García-Redondo, Julian Büchel, Irem Boybat, Xavier Timoneda Comas, S. R. Nandakumar, Shidhartha Das, Abu Sebastian, Manuel Le Gallo, Paul N. Whatmough
2022	J	`jnl`	MNEMOSENE: Tile Architecture and Simulator for Memristor-based Computation-in-memory. ACM J. Emerg. Technol. Comput. Syst. Mahdi Zahedi, Muath Abu Lebdeh, Christopher Bengel, Dirk J. Wouters, Stephan Menzel, Manuel Le Gallo, Abu Sebastian, Stephan Wong, Said Hamdioui
2022	J	`jnl`	Precision of bit slicing with in-memory computing based on analog phase-change memory crossbars. Neuromorph. Comput. Eng. Manuel Le Gallo, S. R. Nandakumar, Lazar Ciric, Irem Boybat, Riduan Khaddam-Aljameh, Charles Mackin, Abu Sebastian
2022	B	`conf`	Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing. IJCNN Robert Guirado, Abbas Rahimi, Geethan Karunaratne, Eduard Alarcón, Abu Sebastian, Sergi Abadal
2022	J	`jnl`	Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing. CoRR Robert Guirado, Abbas Rahimi, Geethan Karunaratne, Eduard Alarcón, Abu Sebastian, Sergi Abadal
2021	J	`jnl`	2021 Roadmap on Neuromorphic Computing and Engineering. CoRR Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, Nini Pryds
2021	—	`conf`	A Flexible and Fast PyTorch Toolkit for Simulating Training and Inference on Analog Crossbar Arrays. AICAS Malte J. Rasch, Diego Moreda, Tayfun Gokmen, Manuel Le Gallo, Fabio Carta, Cindy Goldberg, Kaoutar El Maghraoui, Abu Sebastian, Vijay Narayanan
2021	J	`jnl`	A Multi-Memristive Unit-Cell Array With Diagonal Interconnects for In-Memory Computing. IEEE Trans. Circuits Syst. II Express Briefs Riduan Khaddam-Aljameh, Michele Martemucci, Benedikt Kersting, Manuel Le Gallo, Robert L. Bruce, Matthew BrightSky, Abu Sebastian
2021	J	`jnl`	A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays. CoRR Malte J. Rasch, Diego Moreda, Tayfun Gokmen, Manuel Le Gallo, Fabio Carta, Cindy Goldberg, Kaoutar El Maghraoui, Abu Sebastian, Vijay Narayanan
2021	J	`jnl`	Accelerating Inference of Convolutional Neural Networks Using In-memory Computing. Frontiers Comput. Neurosci. Martino Dazzi, Abu Sebastian, Luca Benini, Evangelos Eleftheriou
2021	C	`conf`	Accurate Weight Mapping in a Multi-Memristive Synaptic Unit. ISCAS Michele Martemucci, Benedikt Kersting, Riduan Khaddam-Aljameh, Irem Boybat, S. R. Nandakumar, Urs Egger, Matthew BrightSky, Robert L. Bruce, Manuel Le Gallo, Abu Sebastian
2021	J	`jnl`	AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator. CoRR Chuteng Zhou, Fernando García-Redondo, Julian Büchel, Irem Boybat, Xavier Timoneda Comas, S. R. Nandakumar, Shidhartha Das, Abu Sebastian, Manuel Le Gallo, Paul N. Whatmough
2021	—	`conf`	Architecting more than Moore: wireless plasticity for massive heterogeneous computer architectures (WiPLASH). CF Joshua Alexander Harrison Klein, Alexandre Levisse, Giovanni Ansaloni, David Atienza, Marina Zapater, Martino Dazzi, Geethan Karunaratne, Irem Boybat, Abu Sebastian, Davide Rossi, Francesco Conti, Elana Pereira de Santana, Peter Haring Bolívar, Mohamed Saeed, Renato Negra, Zhenxing Wang, Kun-Ta Wang, Max Christian Lemme, Akshay Jain, Robert Guirado, Hamidreza Taghvaee, Sergi Abadal
2021	J	`jnl`	Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification. IEEE Trans. Computers Martino Dazzi, Abu Sebastian, Thomas P. Parnell, Pier Andrea Francese, Luca Benini, Evangelos Eleftheriou
2021	J	`jnl`	Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing. IEEE Trans. Circuits Syst. II Express Briefs Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2021	J	`jnl`	Energy Efficient In-memory Hyperdimensional Encoding for Spatio-temporal Signal Processing. CoRR Geethan Karunaratne, Manuel Le Gallo, Michael Hersche, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2021	J	`jnl`	Fulfilling Brain-inspired Hyperdimensional Computing with In-memory Computing. ERCIM News Abbas Rahimi, Manuel Le Gallo, Abu Sebastian
2021	—	`conf`	HERMES Core - A 14nm CMOS and PCM-based In-Memory Compute Core using an array of 300ps/LSB Linearized CCO-based ADCs and local digital processing. VLSI Circuits Riduan Khaddam-Aljameh, Milos Stanisavljevic, Jordi Fornt Mas, Geethan Karunaratne, Matthias Braendli, Femg Liu, Abhairaj Singh, Silvia M. Müller, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok, Fee Li Lie, Nicole Saulnier, Victor Chan, Ishtiaq Ahsan, Vijay Narayanan, S. R. Nandakumar, Manuel Le Gallo, Pier Andrea Francese, Abu Sebastian, Evangelos Eleftheriou
2021	J	`jnl`	Measurement of onset of structural relaxation in melt-quenched phase change materials. CoRR Benedikt Kersting, Syed Ghazi Sarwat, Manuel Le Gallo, Kevin Brew, Sebastian Walfort, Nicole Saulnier, Martin Salinga, Abu Sebastian
2021	—	`conf`	Mushroom-Type phase change memory with projection liner: An array-level demonstration of conductance drift and noise mitigation. IRPS Robert L. Bruce, Syed Ghazi Sarwat, Irem Boybat, Cheng-Wei Cheng, Wanki Kim, S. R. Nandakumar, Charles Mackin, Timothy Philip, Zuoguang Liu, Kevin Brew, Nanbo Gong, Injo Ok, Praneet Adusumilli, Katie Spoon, Stefano Ambrogio, Benedikt Kersting, Thomas Bohnstingl, Manuel Le Gallo, Andrew Simon, Ning Li, Iqbal Saraf, Jin-Ping Han, Lynne M. Gignac, John M. Papalia, Tenko Yamashita, Nicole Saulnier, Geoffrey W. Burr, Hsinyu Tsai, Abu Sebastian, Vijay Narayanan, Matthew BrightSky
2021	J	`jnl`	Parallel convolutional processing using an integrated photonic tensor core. Nat. Johannes Feldmann, Nathan Youngblood, Maxim Karpov, Helge Gehring, Xuan Li, Maik Stappers, Manuel Le Gallo, Xin Fu, Anton Lukashchuk, Arslan S. Raja, Junqiu Liu, C. David Wright, Abu Sebastian, Tobias J. Kippenberg, Wolfram H. P. Pernice, Harish Bhaskaran
2021	—	`conf`	Real-time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array. AICAS Geethan Karunaratne, Abbas Rahimi, Manuel Le Gallo, Giovanni Cherubini, Abu Sebastian
2020	C	`conf`	Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing. ISCAS Anastasios Petropoulos, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Theodore Antonakopoulos
2020	J	`jnl`	Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing. CoRR Anastasios Petropoulos, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Theodore Antonakopoulos
2020	J	`jnl`	Compiling Neural Networks for a Computational Memory Accelerator. CoRR Kornilios Kourtis, Martino Dazzi, Nikolas Ioannou, Tobias Grosser, Abu Sebastian, Evangelos Eleftheriou
2020	C	`conf`	ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning. ISCAS Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo, Irem Boybat, Christophe Piveteau, Abu Sebastian, Bipin Rajendran, Evangelos Eleftheriou
2020	J	`jnl`	ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning. CoRR Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo, Irem Boybat, Christophe Piveteau, Abu Sebastian, Bipin Rajendran, Evangelos Eleftheriou
2020	C	`conf`	File Classification Based on Spiking Neural Networks. ISCAS Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
2020	J	`jnl`	File Classification Based on Spiking Neural Networks. CoRR Ana Stanojevic, Giovanni Cherubini, Timoleon Moraitis, Abu Sebastian
2020	J	`jnl`	Graphene-based Wireless Agile Interconnects for Massive Heterogeneous Multi-chip Processors. CoRR Sergi Abadal, Robert Guirado, Hamidreza Taghvaee, Akshay Jain, Elana Pereira de Santana, Peter Haring Bolívar, Mohamed Saeed Elsayed, Renato Negra, Zhenxing Wang, Kun-Ta Wang, Max Christian Lemme, Joshua Alexander Harrison Klein, Marina Zapater, Alexandre Levisse, David Atienza, Davide Rossi, Francesco Conti, Martino Dazzi, Geethan Karunaratne, Irem Boybat, Abu Sebastian
2020	J	`jnl`	In-Memory Database Query. Adv. Intell. Syst. Iason Giannopoulos, Abhairaj Singh, Manuel Le Gallo, Vara Prasad Jonnalagadda, Said Hamdioui, Abu Sebastian
2020	J	`jnl`	Memristors - From In-Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio-Inspired Computing. Adv. Intell. Syst. Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
2020	J	`jnl`	Memristors - from In-memory computing, Deep Learning Acceleration, Spiking Neural Networks, to the Future of Neuromorphic and Bio-inspired Computing. CoRR Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
2020	J	`jnl`	Mixed-precision deep learning based on computational memory. CoRR S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau, Vinay Joshi, Giovanni Mariani, Irem Boybat, Geethan Karunaratne, Riduan Khaddam-Aljameh, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
2020	J	`jnl`	Parallel convolution processing using an integrated photonic tensor core. CoRR Johannes Feldmann, Nathan Youngblood, Maxim Karpov, Helge Gehring, Xuan Li, Manuel Le Gallo, Xin Fu, Anton Lukashchuk, Arslan Raja, Junqiu Liu, C. David Wright, Abu Sebastian, Tobias Kippenberg, Wolfram H. P. Pernice, Harish Bhaskaran
2020	J	`jnl`	Robust High-dimensional Memory-augmented Neural Networks. CoRR Geethan Karunaratne, Manuel Schmuck, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abu Sebastian, Abbas Rahimi
2020	J	`jnl`	Short-term synaptic plasticity optimally models continuous environments. CoRR Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou
2020	—	`conf`	Temperature Compensation Schemes for In-Memory Computing using Phase-Change Memory. AICAS Iason Giannopoulos, Manuel Le Gallo, Vara Prasad Jonnalagadda, Evangelos Eleftheriou, Abu Sebastian
2019	J	`jnl`	5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. CoRR Martino Dazzi, Abu Sebastian, Pier Andrea Francese, Thomas P. Parnell, Luca Benini, Evangelos Eleftheriou
2019	J	`jnl`	Accurate deep neural network inference using computational phase-change memory. CoRR Vinay Joshi, Manuel Le Gallo, Irem Boybat, Simon Haefeli, Christophe Piveteau, Martino Dazzi, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
2019	A	`conf`	Applications of Computation-In-Memory Architectures based on Memristive Devices. DATE Said Hamdioui, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Abu Sebastian, Manuel Le Gallo, Sandeep Pande, Siebren Schaafsma, Francky Catthoor, Shidhartha Das, Fernando García-Redondo, Geethan Karunaratne, Abbas Rahimi, Luca Benini
2019	—	`conf`	Computational memory-based inference and training of deep neural networks. VLSI Circuits Abu Sebastian, Irem Boybat, Martino Dazzi, Iason Giannopoulos, Vara Prasad Jonnalagadda, Vinay Joshi, Geethan Karunaratne, Benedikt Kersting, Riduan Khaddam-Aljameh, S. R. Nandakumar, Anastasios Petropoulos, Christophe Piveteau, Theodore Antonakopoulos, Bipin Rajendran, Manuel Le Gallo, Evangelos Eleftheriou
2019	J	`jnl`	Deep learning acceleration based on in-memory computing. IBM J. Res. Dev. Evangelos Eleftheriou, Manuel Le Gallo, S. R. Nandakumar, Christophe Piveteau, Irem Boybat, Vinay Joshi, Riduan Khaddam-Aljameh, Martino Dazzi, Iason Giannopoulos, Geethan Karunaratne, Benedikt Kersting, Milos Stanisavljevic, Vara Prasad Jonnalagadda, Nikolas Ioannou, Kornilios Kourtis, Pier Andrea Francese, Abu Sebastian
2019	J	`jnl`	In-memory hyperdimensional computing. CoRR Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini, Luca Benini, Abbas Rahimi, Abu Sebastian
2019	J	`jnl`	Low-Power Neuromorphic Hardware for Signal Processing Applications. CoRR Bipin Rajendran, Abu Sebastian, Michael Schmuker, Narayan Srinivasa, Evangelos Eleftheriou
2019	J	`jnl`	Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches. IEEE Signal Process. Mag. Bipin Rajendran, Abu Sebastian, Michael Schmuker, Narayan Srinivasa, Evangelos Eleftheriou
2019	C	`conf`	Multi-ReRAM Synapses for Artificial Neural Network Training. ISCAS Irem Boybat, Cecilia Giovinazzo, Elmira Shahrabi, Igor Krawczuk, Iason Giannopoulos, Christophe Piveteau, Manuel Le Gallo, Carlo Ricciardi, Abu Sebastian, Evangelos Eleftheriou, Yusuf Leblebici
2019	—	`conf`	Phase-Change Memory Models for Deep Learning Training and Inference. ICECS S. R. Nandakumar, Irem Boybat, Vinay Joshi, Christophe Piveteau, Manuel Le Gallo, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
2019	—	`conf`	Phase-change memory enables energy-efficient brain-inspired computing. DRC Manuel Le Gallo, Abu Sebastian, Evangelos Eleftheriou
2019	—	`conf`	Reliability Challenges with Materials for Analog Computing. IRPS Eduard A. Cartier, Wanki Kim, Nanbo Gong, Tayfun Gokmen, Martin M. Frank, Douglas M. Bishop, Youngseok Kim, Seyoung Kim, Takashi Ando, Ernest Y. Wu, Praneet Adusumilli, John Rozen, Paul M. Solomon, Wilfried Haensch, Matthew J. BrightSky, Abu Sebastian, Geoffrey W. Burr, Vijay Narayanan
2019	J	`jnl`	Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses. CoRR S. R. Nandakumar, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Bipin Rajendran
2018	C	`conf`	Exploiting the non-linear current-voltage characteristics for resistive memory readout. ISCAS Nikolaos Papandreou, Abu Sebastian, Haralampos Pozidis
2018	J	`jnl`	Flux-Charge Memristor Model for Phase Change Memory. IEEE Trans. Circuits Syst. II Express Briefs Jacopo Secco, Fernando Corinto, Abu Sebastian
2018	—	`conf`	Impact of conductance drift on multi-PCM synaptic architectures. NVMTS Irem Boybat, S. R. Nandakumar, Manuel Le Gallo, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
2018	J	`jnl`	In-Memory Computing: Towards Energy-Efficient Artificial Intelligence. ERCIM News Manuel Le Gallo, Abu Sebastian, Evangelos Eleftheriou
2018	J	`jnl`	In-memory computing on a photonic platform. CoRR Carlos Ríos, Nathan Youngblood, Zengguang Cheng, Manuel Le Gallo, Wolfram H. P. Pernice, C. David Wright, Abu Sebastian, Harish Bhaskaran
2018	C	`conf`	Mixed-precision architecture based on computational memory for training deep neural networks. ISCAS S. R. Nandakumar, Manuel Le Gallo, Irem Boybat, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
2018	B	`conf`	Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. IJCNN Timoleon Moraitis, Abu Sebastian, Evangelos Eleftheriou
2017	—	`conf`	An efficient synaptic architecture for artificial neural networks. NVMTS Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
2017	J	`jnl`	Fatiguing STDP: Learning from Spike-Timing Codes in the Presence of Rate Codes. CoRR Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou
2017	B	`conf`	Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes. IJCNN Timoleon Moraitis, Abu Sebastian, Irem Boybat, Manuel Le Gallo, Tomas Tuma, Evangelos Eleftheriou
2017	J	`jnl`	Mixed-Precision Memcomputing. CoRR Manuel Le Gallo, Abu Sebastian, Roland Mathis, Matteo Manica, Tomas Tuma, Costas Bekas, Alessandro Curioni, Evangelos Eleftheriou
2017	J	`jnl`	Mixed-precision training of deep neural networks using computational memory. CoRR S. R. Nandakumar, Manuel Le Gallo, Irem Boybat, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
2017	J	`jnl`	Neuromorphic computing with multi-memristive synapses. CoRR Irem Boybat, Manuel Le Gallo, S. R. Nandakumar, Timoleon Moraitis, Thomas P. Parnell, Tomas Tuma, Bipin Rajendran, Yusuf Leblebici, Abu Sebastian, Evangelos Eleftheriou
2017	J	`jnl`	Temporal correlation detection using computational phase-change memory. CoRR Abu Sebastian, Tomas Tuma, Nikolaos Papandreou, Manuel Le Gallo, Lukas Kull, Thomas P. Parnell, Evangelos Eleftheriou
2016	—	`conf`	Inherent stochasticity in phase-change memory devices. ESSDERC Manuel Le Gallo, Tomas Tuma, Federico Zipoli, Abu Sebastian, Evangelos Eleftheriou
2016	—	`conf`	Probing the micromechanics of the fastest growing plant cell - The pollen tube. EMBC Naveen Shamsudhin, Huseyin Baris Atakan, Nino Laubli, Hannes Vogler, Chengzhi Hu, Abu Sebastian, Ueli Grossniklaus, Bradley J. Nelson
2016	J	`jnl`	Recent Progress in Phase-Change Memory Technology. IEEE J. Emerg. Sel. Topics Circuits Syst. Geoffrey W. Burr, Matthew J. BrightSky, Abu Sebastian, Huai-Yu Cheng, Jau-Yi Wu, Sangbum Kim, Norma E. Sosa, Nikolaos Papandreou, Hsiang-Lan Lung, Haralampos Pozidis, Evangelos Eleftheriou, Chung Hon Lam
2015	—	`conf`	A collective relaxation model for resistance drift in phase change memory cells. IRPS Abu Sebastian, Daniel Krebs, Manuel Le Gallo, Haralampos Pozidis, Evangelos Eleftheriou
2013	J	`jnl`	Nanopositioning With Impulsive State Multiplication: A Hybrid Control Approach. IEEE Trans. Control. Syst. Technol. Tomas Tuma, Angeliki Pantazi, John Lygeros, Abu Sebastian
2013	—	`conf`	Nonvolatile resistive memory devices based on hydrogenated amorphous carbon. ESSDERC Laurent Dellmann, Abu Sebastian, Vara Prasad Jonnalagadda, Claudia A. Santini, Wabe W. Koelmans, Christophe Rossel, Evangelos Eleftheriou
2012	—	`conf`	A dual-stage nanopositioning approach to high-speed scanning probe microscopy. CDC Tomas Tuma, Walter Häberle, Hugo E. Rothuizen, John Lygeros, Angeliki Pantazi, Abu Sebastian
2012	J	`jnl`	Nanopositioning With Multiple Sensors: A Case Study in Data Storage. IEEE Trans. Control. Syst. Technol. Abu Sebastian, Angeliki Pantazi
2012	C	`conf`	Optimal scan trajectories for high-speed scanning probe microscopy. ACC Tomas Tuma, John Lygeros, Abu Sebastian, Angeliki Pantazi
2012	J	`jnl`	Tracking of Triangular References Using Signal Transformation for Control of a Novel AFM Scanner Stage. IEEE Trans. Control. Syst. Technol. Ali Bazaei, Yuen Kuan Yong, S. O. Reza Moheimani, Abu Sebastian
2011	J	`jnl`	An analysis of signal transformation approach to triangular waveform tracking. Autom. Ali Bazaei, S. O. Reza Moheimani, Abu Sebastian
2011	—	`conf`	Impulsive control for nanopositioning: stability and performance. HSCC Tomas Tuma, Aggeliki Pantazi, John Lygeros, Abu Sebastian
2011	C	`conf`	Programming algorithms for multilevel phase-change memory. ISCAS Nikolaos Papandreou, Haralampos Pozidis, Aggeliki Pantazi, Abu Sebastian, Matthew J. Breitwisch, Chung Hon Lam, Evangelos Eleftheriou
2010	J	`jnl`	Channel Modeling and Signal Processing for Probe Storage Channels. IEEE J. Sel. Areas Commun. Haralampos Pozidis, Giovanni Cherubini, Aggeliki Pantazi, Abu Sebastian, Evangelos Eleftheriou
2010	—	`conf`	Multilevel phase-change memory. ICECS Nikolaos Papandreou, Aggeliki Pantazi, Abu Sebastian, Matthew J. Breitwisch, Chung Hon Lam, Haralampos Pozidis, Evangelos Eleftheriou
2010	—	`conf`	Stability of signal transformation method for triangular waveform tracking. CDC Ali Bazaei, S. O. Reza Moheimani, Abu Sebastian
2009	C	`conf`	High-speed intermittent-contact mode scanning probe microscopy using cantilevers with integrated electrostatic actuator and thermoelectric sensor. ACC Deepak Ranjan Sahoo, Walter Häberle, Peter Bächtold, Abu Sebastian, Haralampos Pozidis, Evangelos Eleftheriou
2008	—	`conf`	Modeling and identification of the dynamics of electrostatically actuated microcantilever with integrated thermal sensor. CDC Pranav Agarwal, Deepak Ranjan Sahoo, Abu Sebastian, Haralampos Pozidis, Murti V. Salapaka
2008	C	`conf`	On intermittent-contact mode sensing using electrostatically-actuated micro-cantilevers with integrated thermal sensors. ACC Deepak Ranjan Sahoo, Walter Häberle, Peter Bächtold, Abu Sebastian, Haralampos Pozidis, Evangelos Eleftheriou
2008	J	`jnl`	Probe-based ultrahigh-density storage technology. IBM J. Res. Dev. Aggeliki Pantazi, Abu Sebastian, Theodore Antonakopoulos, Peter Bächtold, Anthony R. Bonaccio, Jose Bonan, Giovanni Cherubini, Michel Despont, Richard A. DiPietro, Ute Drechsler, Urs Dürig, Bernd Gotsmann, Walter Häberle, Christoph Hagleitner, James L. Hedrick, Daniel Jubin, Armin Knoll, Mark A. Lantz, John Pentarakis, Haralampos Pozidis, Russell C. Pratt, Hugo E. Rothuizen, Richard Stutz, Maria Varsamou, Dorothea Wiesmann, Evangelos Eleftheriou
2007	J	`jnl`	A Review of the Systems Approach to the Analysis of Dynamic-Mode Atomic Force Microscopy. IEEE Trans. Control. Syst. Technol. Abu Sebastian, Anil Gannepalli, Murti V. Salapaka
2007	J	`jnl`	Control of MEMS-Based Scanning-Probe Data-Storage Devices. IEEE Trans. Control. Syst. Technol. Angeliki Pantazi, Abu Sebastian, Giovanni Cherubini, Mark A. Lantz, Haralampos Pozidis, Hugo E. Rothuizen, Evangelos Eleftheriou
2007	B	`conf`	Jitter Investigation and Performance Evaluation of a Small-Scale Probe Storage Device Prototype. GLOBECOM Abu Sebastian, Aggeliki Pantazi, Haralampos Pozidis
2005	J	`jnl`	Design methodologies for robust nano-positioning. IEEE Trans. Control. Syst. Technol. Abu Sebastian, Srinivasa M. Salapaka
2005	C	`conf`	Nanopositioning for probe storage. ACC Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis
2005	—	`conf`	Signal processing for probe storage. ICASSP (5) Haralampos Pozidis, Peter Bächtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi, Abu Sebastian
2005	—	`conf`	Two-sensor-based H∞ control for nanopositioning in probe storage. CDC/ECC Angeliki Pantazi, Abu Sebastian, Haralambos Pozidis, Evangelos Eleftheriou
2004	C	`conf`	The amplitude phase dynamics and fixed points in tapping-mode atomic force microscopy. ACC Abu Sebastian, Anil Gannepalli, Murti V. Salapaka
2004	C	`conf`	Thermal noise response based control of tip-sample separation in AFM. ACC Anil Gannepalli, Abu Sebastian, Jason P. Cleveland, Murti V. Salapaka
2003	—	`conf`	An observer based sample detection scheme for atomic force microscopy. CDC Abu Sebastian, Deepak Ranjan Sahoo, Murti V. Salapaka
2003	—	`conf`	Control of the nanopositioning devices. CDC Srinivasa M. Salapaka, Abu Sebastian
2003	C	`conf`	H ACC Abu Sebastian, Srinivasa M. Salapaka
2003	—	`conf`	Robust control approach to atomic force microscopy. CDC Abu Sebastian, Murti V. Salapaka, Jason P. Cleveland
2002	C	`conf`	Design, identification and control of a fast nanopositioning device. ACC Salpax Salapaka, Abu Sebastian, Jason P. Cleveland, Murti V. Salapaka