Steady-state behavior of RLS adaptive algorithms. - Evangelos Eleftheriou; David D. Falconer (ICASSP, 1985)

Comparison of DFE and MLSE Receiver Performance on HF Channels. - David D. Falconer; Asrar U. H. Sheikh; Evangelos Eleftheriou; M. Tobis (IEEE Trans. Commun., 1985)

Tracking properties and steady-state performance of RLS adaptive filter algorithms. - Evangelos Eleftheriou; David D. Falconer (IEEE Trans. Acoust. Speech Signal Process., 1986)

Adaptive Equalization Techniques for HF Channels. - Evangelos Eleftheriou; David D. Falconer (IEEE J. Sel. Areas Commun., 1987)

Decoding of trellis-encoded signals in the presence of intersymbol interference and noise. - Pierre R. Chevillat; Evangelos Eleftheriou (IEEE Trans. Commun., 1989)

On codes satisfying M th-order running digital sum constraints. - Evangelos Eleftheriou; Roy D. Cideciyan (IEEE Trans. Inf. Theory, 1991)

Concatenated Coding Scheme for Reliable Data Transmission in CDMA Cellular Systems. - Roy D. Cideciyan; Evangelos Eleftheriou (Mobile Communications, 1994)

Concatenated Reed-Solomon/convolutional coding scheme for data transmission in CDMA cellular systems. - Roy D. Cideciyan; Evangelos Eleftheriou (VTC, 1994)

Concatenated Reed-Solomon/convolutional coding for data transmission in CDMA-based cellular systems. - Roy D. Cideciyan; Evangelos Eleftheriou; Marcel Rupf (IEEE Trans. Commun., 1997)

Filter bank modulation techniques for very high-speed digital subscriber lines. - Giovanni Cherubini; Evangelos Eleftheriou; Sedat Ölçer; John M. Cioffi (IEEE Commun. Mag., 2000)

Progressive edge-growth Tanner graphs. - Xiao-Yu Hu; Evangelos Eleftheriou; Dieter-Michael Arnold (GLOBECOM, 2001)

Efficient implementations of the sum-product algorithm for decoding LDPC codes. - Xiao-Yu Hu; Evangelos Eleftheriou; Dieter-Michael Arnold; Ajay Dholakia (GLOBECOM, 2001)

Application of high-rate tail-biting codes to generalized partial response channels. - Michael Tüchler; Christian Weiss; Evangelos Eleftheriou; Ajay Dholakia; Joachim Hagenauer (GLOBECOM, 2001)

Performance analysis of magnetic recording systems. - Roy D. Cideciyan; Evangelos Eleftheriou; Stefano Tomasin (ICC, 2001)

Maximum transition run codes for generalized partial response channels. - Roy D. Cideciyan; Evangelos Eleftheriou; Brian H. Marcus; Dharmendra S. Modha (IEEE J. Sel. Areas Commun., 2001)

Guest editorial - the turbo principle: from theory to practice II. - Paul H. Siegel; Dariush Divsalar; Evangelos Eleftheriou; Joachim Hagenauer; Douglas N. Rowitch (IEEE J. Sel. Areas Commun., 2001)

Guest editorial the turbo principle: from theory to practice. - Paul H. Siegel; Dariush Divsalar; Evangelos Eleftheriou; Joachim Hagenauer; Douglas N. Rowitch; William H. Tranter (IEEE J. Sel. Areas Commun., 2001)

Computing information rates of magnetic recording channels in the presence of medium noise. - Dieter-Michael Arnold; Evangelos Eleftheriou (GLOBECOM, 2002)

Low-density parity-check codes for digital subscriber lines. - Evangelos Eleftheriou; Sedat Ölçer (ICC, 2002)

Filtered multitone modulation for very high-speed digital subscriber lines. - Giovanni Cherubini; Evangelos Eleftheriou; Sedat Ölçer (IEEE J. Sel. Areas Commun., 2002)

A Nanotechnology-based Approach to Data Storage. - Evangelos Eleftheriou; Peter Bächtold; Giovanni Cherubini; Ajay Dholakia; Christoph Hagleitner; Teddy Loeliger; Aggeliki Pantazi; Haralampos Pozidis; T. R. Albrecht; Gerd Karl Binnig; Michel Despont; Ute Drechsler; et al. (VLDB, 2003)

Codes satisfying maximum transition run and parity-check constraints. - Roy D. Cideciyan; Evangelos Eleftheriou (ICC, 2004)

Binary representation of cycle Tanner-graph GF(2b) codes. - Xiao-Yu Hu; Evangelos Eleftheriou (ICC, 2004)

On the computation of the minimum distance of low-density parity-check codes. - Xiao-Yu Hu; Marc P. C. Fossorier; Evangelos Eleftheriou (ICC, 2004)

Approximate algorithms for computing the minimum distance of low-density parity-check codes. - Xiao-Yu Hu; Marc P. C. Fossorier; Evangelos Eleftheriou (ISIT, 2004)

Capacity-approaching codes: can they be applied to the magnetic recording channel? - Ajay Dholakia; Evangelos Eleftheriou; Thomas Mittelholzer; Marc P. C. Fossorier (IEEE Commun. Mag., 2004)

Application of capacity approaching coding techniques to digital subscriber lines. - Evangelos Eleftheriou; Sedat Ölçer; Hamid R. Sadjadpour (IEEE Commun. Mag., 2004)

Nanopositioning for probe storage. - Abu Sebastian; Angeliki Pantazi; Giovanni Cherubini; Evangelos Eleftheriou; Mark A. Lantz; Haralampos Pozidis (ACC, 2005)

Two-sensor-based H∞ control for nanopositioning in probe storage. - Angeliki Pantazi; Abu Sebastian; Haralambos Pozidis; Evangelos Eleftheriou (CDC/ECC, 2005)

Signal processing for probe storage. - Haralampos Pozidis; Peter Bächtold; Giovanni Cherubini; Evangelos Eleftheriou; Christoph Hagleitner; Aggeliki Pantazi; Abu Sebastian (ICASSP (5), 2005)

Performance of product codes on channels with memory. - Sundararajan Sankaranarayanan; Evangelos Eleftheriou (ISIT, 2005)

Reduced-Complexity Decoding of LDPC Codes. - Jinghu Chen; Ajay Dholakia; Evangelos Eleftheriou; Marc P. C. Fossorier; Xiao-Yu Hu (IEEE Trans. Commun., 2005)

Regular and irregular progressive edge-growth tanner graphs. - Xiao-Yu Hu; Evangelos Eleftheriou; Dieter-Michael Arnold (IEEE Trans. Inf. Theory, 2005)

Analysis of a new intra-disk redundancy scheme for high-reliability RAID storage systems in the presence of unrecoverable errors. - Ajay Dholakia; Evangelos Eleftheriou; Xiao-Yu Hu; Ilias Iliadis; Jai Menon 001; K. K. Rao (SIGMETRICS/Performance, 2006)

Enumerative Encoding with Non-Uniform Modulation Constraints. - Mario Blaum; Roy D. Cideciyan; Evangelos Eleftheriou; Rick Galbraith; Ksenija Lakovic; Thomas Mittelholzer; Travis Oenning; Bruce A. Wilson (ISIT, 2007)

Modeling, Design, and Verification for the Analog Front-End of a MEMS-Based Parallel Scanning-Probe Storage Device. - Christoph Hagleitner; Anthony R. Bonaccio; Hugo E. Rothuizen; Jan Lienemann; Dorothea Wiesmann; Giovanni Cherubini; Jan G. Korvink; Evangelos Eleftheriou (IEEE J. Solid State Circuits, 2007)

A Survey of Control Issues in Nanopositioning. - Santosh Devasia; Evangelos Eleftheriou; S. O. Reza Moheimani (IEEE Trans. Control. Syst. Technol., 2007)

Control of MEMS-Based Scanning-Probe Data-Storage Devices. - Angeliki Pantazi; Abu Sebastian; Giovanni Cherubini; Mark A. Lantz; Haralampos Pozidis; Hugo E. Rothuizen; Evangelos Eleftheriou (IEEE Trans. Control. Syst. Technol., 2007)

On intermittent-contact mode sensing using electrostatically-actuated micro-cantilevers with integrated thermal sensors. - Deepak R. Sahoo; Walter Häberle; Peter Bächtold; Abu Sebastian; Haralampos Pozidis; Evangelos Eleftheriou (ACC, 2008)

Reverse Concatenation of Product and Modulation Codes. - Thomas Mittelholzer; Evangelos Eleftheriou (ICC, 2008)

Disk scrubbing versus intra-disk redundancy for high-reliability raid storage systems. - Ilias Iliadis; Robert Haas 001; Xiao-Yu Hu; Evangelos Eleftheriou (SIGMETRICS, 2008)

Scaling tape-recording areal densities to 100 Gb/in2. - Armando J. Argumedo; David Berman; Robert G. Biskeborn; Giovanni Cherubini; Roy D. Cideciyan; Evangelos Eleftheriou; Walter Häberle; Diana J. Hellman; Robert A. Hutchins; Wayne Imaino; Jens Jelitto; Kevin Judd; et al. (IBM J. Res. Dev., 2008)

Probe-based ultrahigh-density storage technology. - Aggeliki Pantazi; Abu Sebastian; Theodore Antonakopoulos 001; Peter Bächtold; Anthony R. Bonaccio; Jose Bonan; Giovanni Cherubini; Michel Despont; Richard A. DiPietro; Ute Drechsler; Urs Dürig; Bernd Gotsmann; et al. (IBM J. Res. Dev., 2008)

A new intra-disk redundancy scheme for high-reliability RAID storage systems in the presence of unrecoverable errors. - Ajay Dholakia; Evangelos Eleftheriou; Xiao-Yu Hu; Ilias Iliadis; Jai Menon 001; K. K. Rao (ACM Trans. Storage, 2008)

High-speed intermittent-contact mode scanning probe microscopy using cantilevers with integrated electrostatic actuator and thermoelectric sensor. - Deepak R. Sahoo; Walter Häberle; Peter Bächtold; Abu Sebastian; Haralampos Pozidis; Evangelos Eleftheriou (ACC, 2009)

Frame Synchronization for PPM-Encoded Longitudinal Position Words in Magnetic Tape Storage. - Giovanni Cherubini; Roy D. Cideciyan; Evangelos Eleftheriou; Jens Jelitto (GLOBECOM, 2009)

Compensation of PLL Loop Delay in Read Channels for Tape Storage Systems. - Sedat Ölçer; Evangelos Eleftheriou; Robert A. Hutchins (GLOBECOM, 2009)

Write amplification analysis in flash-based solid state drives. - Xiao-Yu Hu; Evangelos Eleftheriou; Robert Haas 001; Ilias Iliadis; Roman A. Pletka (SYSTOR, 2009)

Multilevel phase-change memory. - Nikolaos Papandreou; Aggeliki Pantazi; Abu Sebastian; Matthew J. Breitwisch; Chung Hon Lam; Haralampos Pozidis; Evangelos Eleftheriou (ICECS, 2010)

Trends in Storage Technologies. - Evangelos Eleftheriou; Robert Haas 001; Jens Jelitto; Mark A. Lantz; Haralampos Pozidis (IEEE Data Eng. Bull., 2010)

Magnetic Tape Storage and the Growth of Archival Data. - Jens Jelitto; Mark A. Lantz; Evangelos Eleftheriou (ERCIM News, 2010)

Adaptive noise-predictive maximum-likelihood (NPML) data detection for magnetic tape storage systems. - Evangelos Eleftheriou; Sedat Ölçer; Robert A. Hutchins (IBM J. Res. Dev., 2010)

Channel Modeling and Signal Processing for Probe Storage Channels. - Haralampos Pozidis; Giovanni Cherubini; Aggeliki Pantazi; Abu Sebastian; Evangelos Eleftheriou (IEEE J. Sel. Areas Commun., 2010)

Programming algorithms for multilevel phase-change memory. - Nikolaos Papandreou; Haralampos Pozidis; Aggeliki Pantazi; Abu Sebastian; Matthew J. Breitwisch; Chung Hon Lam; Evangelos Eleftheriou (ISCAS, 2011)

Container Marking: Combining Data Placement, Garbage Collection and Wear Levelling for Flash. - Xiao-Yu Hu; Robert Haas 001; Evangelos Eleftheriou (MASCOTS, 2011)

Disk Scrubbing Versus Intradisk Redundancy for RAID Storage Systems. - Ilias Iliadis; Robert Haas 001; Xiao-Yu Hu; Evangelos Eleftheriou (ACM Trans. Storage, 2011)

Nanopositioning for storage applications. - Evangelos Eleftheriou (Annu. Rev. Control., 2012)

Nonvolatile resistive memory devices based on hydrogenated amorphous carbon. - Laurent Dellmann; Abu Sebastian; Vara Prasad Jonnalagadda; Claudia A. Santini; Wabe W. Koelmans; Christophe Rossel; Evangelos Eleftheriou (ESSDERC, 2013)

A versatile platform for characterization of solid-state memory channels. - Nikolaos Papandreou; Theodore Antonakopoulos 001; Urs Egger; Aspa Palli; Haralampos Pozidis; Evangelos Eleftheriou (DSP, 2013)

A 256-Mcell Phase-Change Memory Chip Operating at 2+ Bit/Cell. - Gael F. Close; Urs Frey; Jack Morrish; Richard Jordan; Scott C. Lewis; Tom Maffitt; M. J. BrightSky; Christoph Hagleitner; Chung Hon Lam; Evangelos Eleftheriou (IEEE Trans. Circuits Syst. I Regul. Pap., 2013)

A 6-bit drift-resilient readout scheme for multi-level Phase-Change Memory. - Aravinthan Athmanathan; Milos Stanisavljevic; Junho Cheon; Seokjoon Kang; Changyong Ahn; Junghyuk Yoon; Min-Chul Shin; Taekseung Kim; Nikolaos Papandreou; Haris Pozidis; Evangelos Eleftheriou (A-SSCC, 2014)

Using adaptive read voltage thresholds to enhance the reliability of MLC NAND flash memory systems. - Nikolaos Papandreou; Thomas P. Parnell; Haralampos Pozidis; Thomas Mittelholzer; Evangelos Eleftheriou; Charles Camp; Thomas Griffin; Gary A. Tressler; Andrew Walls (ACM Great Lakes Symposium on VLSI, 2014)

Non-resistance metric based read scheme for multi-level PCRAM in 25 nm technology. - Junho Cheon; Insoo Lee; Changyong Ahn; Milos Stanisavljevic; Aravinthan Athmanathan; Nikolaos Papandreou; Haris Pozidis; Evangelos Eleftheriou; Min-Chul Shin; Taekseung Kim; Jong-Ho Kang; Jun Hyun Chun (CICC, 2015)

Seamlessly integrating disk and tape in a multi-tiered distributed file system. - Ioannis Koltsidas; Slavisa Sarafijanovic; Martin Petermann; Nils Haustein; Harald Seipp; Robert Haas 001; Jens Jelitto; Thomas Weigold; Edwin R. Childers; David Pease; Evangelos Eleftheriou (ICDE, 2015)

A collective relaxation model for resistance drift in phase change memory cells. - Abu Sebastian; Daniel Krebs; Manuel Le Gallo; Haralampos Pozidis; Evangelos Eleftheriou (IRPS, 2015)

Phase-change memory: Feasibility of reliable multilevel-cell storage and retention at elevated temperatures. - Milos Stanisavljevic; Aravinthan Athmanathan; Nikolaos Papandreou; Haralampos Pozidis; Evangelos Eleftheriou (IRPS, 2015)

Enhancing the Reliability of MLC NAND Flash Memory Systems by Read Channel Optimization. - Nikolaos Papandreou; Thomas P. Parnell; Haralampos Pozidis; Thomas Mittelholzer; Evangelos Eleftheriou; Charles Camp; Thomas Griffin; Gary A. Tressler; Andrew Walls (ACM Trans. Design Autom. Electr. Syst., 2015)

Inherent stochasticity in phase-change memory devices. - Manuel Le Gallo; Tomas Tuma; Federico Zipoli; Abu Sebastian; Evangelos Eleftheriou (ESSDERC, 2016)

Controller architecture for low-latency access to phase-change memory in OpenPOWER systems. - Antonios Prodromakis; Nikolaos Papandreou; Eleni Bougioukou; Urs Egger; Nikos Toulgaridis; Theodore Antonakopoulos 001; Haralampos Pozidis; Evangelos Eleftheriou (FPL, 2016)

Learning spatio-temporal patterns in the presence of input noise using phase-change memristors. - Stanislaw Wozniak; Tomas Tuma; Angeliki Pantazi; Evangelos Eleftheriou (ISCAS, 2016)

High-Density Data Storage in Phase-Change Memory. - Haralampos Pozidis; Nikolaos Papandreou; Thomas Mittelholzer; Evangelos Eleftheriou (ERCIM News, 2016)

Multilevel-Cell Phase-Change Memory: A Viable Technology. - Aravinthan Athmanathan; Milos Stanisavljevic; Nikolaos Papandreou; Haralampos Pozidis; Evangelos Eleftheriou (IEEE J. Emerg. Sel. Topics Circuits Syst., 2016)

Recent Progress in Phase-Change Memory Technology. - 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 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2016)

Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns. - Severin Sidler; Angeliki Pantazi; Stanislaw Wozniak; Yusuf Leblebici; Evangelos Eleftheriou (ICANN (1), 2017)

Feature Learning Using Synaptic Competition in a Dynamically-Sized Neuromorphic Architecture. - Stanislaw Wozniak; Angeliki Pantazi; Yusuf Leblebici; Evangelos Eleftheriou (ICRC, 2017)

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 (IJCNN, 2017)

Neuromorphic system with phase-change synapses for pattern learning and feature extraction. - Stanislaw Wozniak; Angeliki Pantazi; Yusuf Leblebici; Evangelos Eleftheriou (IJCNN, 2017)

An efficient synaptic architecture for artificial neural networks. - Irem Boybat; Manuel Le Gallo; S. R. Nandakumar; Timoleon Moraitis; Tomas Tuma; Bipin Rajendran; Yusuf Leblebici; Abu Sebastian; Evangelos Eleftheriou (NVMTS, 2017)

Mixed-Precision Memcomputing. - Manuel Le Gallo; Abu Sebastian; Roland Mathis; Matteo Manica; Tomas Tuma; Costas Bekas; Alessandro Curioni; Evangelos Eleftheriou (CoRR, 2017)

Temporal correlation detection using computational phase-change memory. - Abu Sebastian; Tomas Tuma; Nikolaos Papandreou; Manuel Le Gallo; Lukas Kull; Thomas P. Parnell; Evangelos Eleftheriou (CoRR, 2017)

Neuromorphic computing with multi-memristive synapses. - Irem Boybat; Manuel Le Gallo; S. R. Nandakumar; Timoleon Moraitis; Thomas P. Parnell; Tomas Tuma; Bipin Rajendran; Yusuf Leblebici; Abu Sebastian; Evangelos Eleftheriou (CoRR, 2017)

Mixed-precision training of deep neural networks using computational memory. - S. R. Nandakumar; Manuel Le Gallo; Irem Boybat; Bipin Rajendran; Abu Sebastian; Evangelos Eleftheriou (CoRR, 2017)

Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs. - Stanislaw Wozniak; Angeliki Pantazi; Severin Sidler; Nikolaos Papandreou; Yusuf Leblebici; Evangelos Eleftheriou (IEEE Trans. Circuits Syst. II Express Briefs, 2017)

"In-memory Computing": Accelerating AI Applications. - Evangelos Eleftheriou (ESSDERC, 2018)

Spiking Neural Networks Enable Two-Dimensional Neurons and Unsupervised Multi-Timescale Learning. - Timoleon Moraitis; Abu Sebastian; Evangelos Eleftheriou (IJCNN, 2018)

Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition. - Stanislaw Wozniak; Angeliki Pantazi; Yusuf Leblebici; Evangelos Eleftheriou (IJCNN, 2018)

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 (ISCAS, 2018)

Impact of conductance drift on multi-PCM synaptic architectures. - Irem Boybat; S. R. Nandakumar; Manuel Le Gallo; Bipin Rajendran; Yusuf Leblebici; Abu Sebastian; Evangelos Eleftheriou (NVMTS, 2018)

Deep Networks Incorporating Spiking Neural Dynamics. - Stanislaw Wozniak; Angeliki Pantazi; Evangelos Eleftheriou (CoRR, 2018)

In-Memory Computing: Towards Energy-Efficient Artificial Intelligence. - Manuel Le Gallo; Abu Sebastian; Evangelos Eleftheriou (ERCIM News, 2018)

Phase-change memory enables energy-efficient brain-inspired computing. - Manuel Le Gallo; Abu Sebastian; Evangelos Eleftheriou (DRC, 2019)

Phase-Change Memory Models for Deep Learning Training and Inference. - S. R. Nandakumar; Irem Boybat; Vinay Joshi; Christophe Piveteau; Manuel Le Gallo; Bipin Rajendran; Abu Sebastian; Evangelos Eleftheriou (ICECS, 2019)

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 (ISCAS, 2019)

Computational memory-based inference and training of deep neural networks. - 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; et al. (VLSI Circuits, 2019)

Low-Power Neuromorphic Hardware for Signal Processing Applications. - Bipin Rajendran; Abu Sebastian; Michael Schmuker; Narayan Srinivasa; Evangelos Eleftheriou (CoRR, 2019)

Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses. - S. R. Nandakumar; Irem Boybat; Manuel Le Gallo; Evangelos Eleftheriou; Abu Sebastian; Bipin Rajendran (CoRR, 2019)

Accurate deep neural network inference using computational phase-change memory. - Vinay Joshi; Manuel Le Gallo; Irem Boybat; Simon Haefeli; Christophe Piveteau; Martino Dazzi; Bipin Rajendran; Abu Sebastian; Evangelos Eleftheriou (CoRR, 2019)

5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. - Martino Dazzi; Abu Sebastian; Pier Andrea Francese; Thomas P. Parnell; Luca Benini; Evangelos Eleftheriou (CoRR, 2019)

Deep learning acceleration based on in-memory computing. - 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; et al. (IBM J. Res. Dev., 2019)

Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches. - Bipin Rajendran; Abu Sebastian; Michael Schmuker; Narayan Srinivasa; Evangelos Eleftheriou (IEEE Signal Process. Mag., 2019)

Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors]. - Osvaldo Simeone; Bipin Rajendran; André Grüning; Evangelos Eleftheriou; Mike Davies 002; Sophie Denève; Guang-Bin Huang (IEEE Signal Process. Mag., 2019)

Temperature Compensation Schemes for In-Memory Computing using Phase-Change Memory. - Iason Giannopoulos; Manuel Le Gallo; Vara Prasad Jonnalagadda; Evangelos Eleftheriou; Abu Sebastian (AICAS, 2020)

Accelerating Spiking Neural Networks using Memristive Crossbar Arrays. - Thomas Bohnstingl; Angeliki Pantazi; Evangelos Eleftheriou (ICECS, 2020)

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 (ISCAS, 2020)

Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing. - Anastasios Petropoulos; Irem Boybat; Manuel Le Gallo; Evangelos Eleftheriou; Abu Sebastian; Theodore Antonakopoulos 001 (ISCAS, 2020)

Mixed-precision deep learning based on computational memory. - 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 001; Bipin Rajendran; et al. (CoRR, 2020)

Compiling Neural Networks for a Computational Memory Accelerator. - Kornilios Kourtis; Martino Dazzi; Nikolas Ioannou; Tobias Grosser; Abu Sebastian; Evangelos Eleftheriou (CoRR, 2020)

Online spatio-temporal learning in deep neural networks. - Thomas Bohnstingl; Stanislaw Wozniak; Wolfgang Maass 001; Angeliki Pantazi; Evangelos Eleftheriou (CoRR, 2020)

Short-term synaptic plasticity optimally models continuous environments. - Timoleon Moraitis; Abu Sebastian; Evangelos Eleftheriou (CoRR, 2020)

Convergence Behavior of DNNs with Mutual-Information-Based Regularization. - Hlynur Jónsson; Giovanni Cherubini; Evangelos Eleftheriou (Entropy, 2020)

Deep learning incorporating biologically inspired neural dynamics and in-memory computing. - Stanislaw Wozniak; Angeliki Pantazi; Thomas Bohnstingl; Evangelos Eleftheriou (Nat. Mach. Intell., 2020)

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. - 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 001; Kevin Brew; et al. (VLSI Circuits, 2021)

Learning in Deep Neural Networks Using a Biologically Inspired Optimizer. - Giorgia Dellaferrera; Stanislaw Wozniak; Giacomo Indiveri; Angeliki Pantazi; Evangelos Eleftheriou (CoRR, 2021)

Towards efficient end-to-end speech recognition with biologically-inspired neural networks. - Thomas Bohnstingl; Ayush Garg 006; Stanislaw Wozniak; George Saon; Evangelos Eleftheriou; Angeliki Pantazi (CoRR, 2021)

Accelerating Inference of Convolutional Neural Networks Using In-memory Computing. - Martino Dazzi; Abu Sebastian; Luca Benini; Evangelos Eleftheriou (Frontiers Comput. Neurosci., 2021)

Efficient Pipelined Execution of CNNs Based on In-Memory Computing and Graph Homomorphism Verification. - Martino Dazzi; Abu Sebastian; Thomas P. Parnell; Pier Andrea Francese; Luca Benini; Evangelos Eleftheriou (IEEE Trans. Computers, 2021)

An SRAM-Based Multibit In-Memory Matrix-Vector Multiplier With a Precision That Scales Linearly in Area, Time, and Power. - Riduan Khaddam-Aljameh; Pier Andrea Francese; Luca Benini; Evangelos Eleftheriou (IEEE Trans. Very Large Scale Integr. Syst., 2021)

Speech Recognition Using Biologically-Inspired Neural Networks. - Thomas Bohnstingl; Ayush Garg 006; Stanislaw Wozniak; George Saon; Evangelos Eleftheriou; Angeliki Pantazi (ICASSP, 2022)

Approximating Relu Networks by Single-Spike Computation. - Ana Stanojevic; Evangelos Eleftheriou; Giovanni Cherubini; Stanislaw Wozniak; Angeliki Pantazi; Wulfram Gerstner (ICIP, 2022)

On the visual analytic intelligence of neural networks. - Stanislaw Wozniak; Hlynur Jónsson; Giovanni Cherubini; Angeliki Pantazi; Evangelos Eleftheriou (CoRR, 2022)

A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference. - 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; et al. (CoRR, 2022)

HERMES-Core - A 1.59-TOPS/mm2 PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs. - 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 001; Kevin Brew; et al. (IEEE J. Solid State Circuits, 2022)

Differentiable Transportation Pruning. - Yunqiang Li; Jan C. van Gemert; Torsten Hoefler; Bert Moons; Evangelos Eleftheriou; Bram-Ernst Verhoef (ICCV, 2023)

Time-encoded multiplication-free spiking neural networks: application to data classification tasks. - Ana Stanojevic; Giovanni Cherubini; Stanislaw Wozniak; Evangelos Eleftheriou (Neural Comput. Appl., 2023)

Online Spatio-Temporal Learning in Deep Neural Networks. - Thomas Bohnstingl; Stanislaw Wozniak; Angeliki Pantazi; Evangelos Eleftheriou (IEEE Trans. Neural Networks Learn. Syst., 2023)

11.3 Metis AIPU: A 12nm 15TOPS/W 209.6TOPS SoC for Cost- and Energy-Efficient Inference at the Edge. - Pascal Alexander Hager; Bert Moons; Stefan Cosemans; Ioannis A. Papistas; Bram Rooseleer; Jeroen Van Loon; Roel Uytterhoeven; Florian Zaruba; Spyridoula Koumousi; Milos Stanisavljevic; Stefan Mach; Sebastiaan Mutsaards; et al. (ISSCC, 2024)

EfQAT: An Efficient Framework for Quantization-Aware Training. - Saleh Ashkboos; Bram Verhoef; Torsten Hoefler; Evangelos Eleftheriou; Martino Dazzi (CoRR, 2024)

KurTail : Kurtosis-based LLM Quantization. - Mohammad Sadegh Akhondzadeh; Aleksandar Bojchevski; Evangelos Eleftheriou; Martino Dazzi (CoRR, 2025)