Anastasios Petropoulos

26 papers C 2Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Distributed Emulation Environment for In-Memory Computing Systems.
I2MTC
Eleni Bougioukou, Anastasios Petropoulos, Nikolaos Toulgaridis, Theodoros Chatzimichail, Theodore Antonakopoulos
2025 J jnl
A Distributed Emulation Environment for In-Memory Computing Systems.
CoRR
Eleni Bougioukou, Anastasios Petropoulos, Nikolaos Toulgaridis, Theodoros Chatzimichail, Theodore Antonakopoulos
2025 J jnl
A Scalable FPGA Architecture With Adaptive Memory Utilization for GEMM-Based Operations.
CoRR
Anastasios Petropoulos, Theodore Antonakopoulos
2025 J jnl
A Scalable FPGA Architecture With Adaptive Memory Utilization for GEMM-Based Operations.
IEEE Trans. Very Large Scale Integr. Syst.
Anastasios Petropoulos, Theodore Antonakopoulos
2025 — conf
Instruction-Based Coordination of Heterogeneous Processing Units for Acceleration of DNN Inference.
MCSoC
Anastasios Petropoulos, Theodore Antonakopoulos
2025 J jnl
Instruction-Based Coordination of Heterogeneous Processing Units for Acceleration of DNN Inference.
CoRR
Anastasios Petropoulos, Theodoros Antonakopoulos
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 — conf
A Deep Learning Approach for Dynamic Balance Sheet Stress Testing.
ICAIF
Anastasios Petropoulos, Vasilis Siakoulis, Konstantinos P. Panousis, Loukas Papadoulas, Sotirios Chatzis
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 J jnl
Towards an early warning system for sovereign defaults leveraging on machine learning methodologies.
Intell. Syst. Account. Finance Manag.
Anastasios Petropoulos, Vasilis Siakoulis, Evangelos Stavroulakis
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
Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market.
Intell. Syst. Appl.
Anastasios Petropoulos, Vasilis Siakoulis, Panagiotis Lazaris, Sotirios Chatzis
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
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
Wearable Smart Health Advisors: An IMU-Enabled Posture Monitor.
IEEE Consumer Electron. Mag.
Anastasios Petropoulos, Dimitrios Sikeridis, Theodore Antonakopoulos
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
2018 C conf
A Versatile PCM-Based Circuits Emulator and Its Use on Implementing Linear Algebra Functions.
DSD
Anastasios Petropoulos, Theodore Antonakopoulos
2018 — conf
Accurate PCM Crosspoint Emulator and its Use on Eigenvalues Calculation.
ICECS
Anastasios Petropoulos, Theodore Antonakopoulos
2018 J jnl
Forecasting stock market crisis events using deep and statistical machine learning techniques.
Expert Syst. Appl.
Sotirios P. Chatzis, Vasilis Siakoulis, Anastasios Petropoulos, Evangelos Stavroulakis, Nikos E. Vlachogiannakis
2017 J jnl
A hidden Markov model with dependence jumps for predictive modeling of multidimensional time-series.
Inf. Sci.
Anastasios Petropoulos, Sotirios P. Chatzis, Stelios Xanthopoulos
2017 J jnl
A stacked generalization system for automated FOREX portfolio trading.
Expert Syst. Appl.
Anastasios Petropoulos, Sotirios P. Chatzis, Vasilis Siakoulis, Nikos E. Vlachogiannakis
2017 — conf
SPoMo: IMU-based real-time sitting posture monitoring.
ICCE-Berlin
Anastasios Petropoulos, Dimitrios Sikeridis, Theodore Antonakopoulos
2016 J jnl
A novel corporate credit rating system based on Student's-t hidden Markov models.
Expert Syst. Appl.
Anastasios Petropoulos, Sotirios P. Chatzis, Stylianos Z. Xanthopoulos
2010 J jnl
Study and Evaluation of a PCB-MEMS Liquid Microflow Sensor.
Sensors
Anastasios Petropoulos, Grigoris Kaltsas
2009 J jnl
A novel system for displacement sensing, integrated on a plastic substrate.
Microelectron. J.
Anastasios Petropoulos, Grigoris Kaltsas, Dimitrios Goustouridis