Anastasios Petropoulos

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 18

Top Topics

Machine Learning

Top Venues

Expert Syst. Appl.

Publications

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
PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs. IEEE J. Solid State Circuits 57 (4) (2022)
Anastasios Petropoulos, Vasilis Siakoulis, Konstantinos P. Panousis, Loukas Papadoulas, Sotirios Chatzis
A Deep Learning Approach for Dynamic Balance Sheet Stress Testing. ICAIF (2022)
Anastasios Petropoulos, Vasilis Siakoulis, Evangelos Stavroulakis
Towards an early warning system for sovereign defaults leveraging on machine learning methodologies. Intell. Syst. Account. Finance Manag. 29 (2) (2022)
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
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference. CoRR (2022)
Anastasios Petropoulos, Vasilis Siakoulis, Panagiotis Lazaris, Sotirios Chatzis
Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market. Intell. Syst. Appl. 12 (2021)
Riduan Khaddam-Aljameh, Milos Stanisavljevic, Jordi Fornt Mas, Geethan Karunaratne, Matthias Braendli, F. Liu, A. Singh, S. M. Müller, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, S. Choi, Injo Ok, F. L. Lie, Nicole Saulnier, V. Chan, I. Ahsan, Vijay Narayanan, S. R. Nandakumar, Manuel Le Gallo, Pier Andrea Francese, Abu Sebastian, Evangelos Eleftheriou
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 (2021)
Anastasios Petropoulos, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Theodore Antonakopoulos
Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing. ISCAS (2020)
Anastasios Petropoulos, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Theodore Antonakopoulos
Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing. CoRR (2020)
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
Mixed-precision deep learning based on computational memory. CoRR (2020)
Anastasios Petropoulos, Dimitrios Sikeridis, Theodore Antonakopoulos
Wearable Smart Health Advisors: An IMU-Enabled Posture Monitor. IEEE Consumer Electron. Mag. 9 (5) (2020)
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
Computational memory-based inference and training of deep neural networks. VLSI Circuits (2019)
Sotirios P. Chatzis, Vasilis Siakoulis, Anastasios Petropoulos, Evangelos Stavroulakis, Nikos E. Vlachogiannakis
Forecasting stock market crisis events using deep and statistical machine learning techniques. Expert Syst. Appl. 112 (2018)
Anastasios Petropoulos, Theodore Antonakopoulos
Accurate PCM Crosspoint Emulator and its Use on Eigenvalues Calculation. ICECS (2018)
Anastasios Petropoulos, Theodore Antonakopoulos
A Versatile PCM-Based Circuits Emulator and Its Use on Implementing Linear Algebra Functions. DSD (2018)
Anastasios Petropoulos, Sotirios P. Chatzis, Vasilis Siakoulis, Nikos E. Vlachogiannakis
A stacked generalization system for automated FOREX portfolio trading. Expert Syst. Appl. 90 (2017)
Anastasios Petropoulos, Sotirios P. Chatzis, Stelios Xanthopoulos
A hidden Markov model with dependence jumps for predictive modeling of multidimensional time-series. Inf. Sci. 412 (2017)
Anastasios Petropoulos, Dimitrios Sikeridis, Theodore Antonakopoulos
SPoMo: IMU-based real-time sitting posture monitoring. ICCE-Berlin (2017)
Anastasios Petropoulos, Sotirios P. Chatzis, Stylianos Z. Xanthopoulos
A novel corporate credit rating system based on Student's-t hidden Markov models. Expert Syst. Appl. 53 (2016)
Anastasios Petropoulos, Grigoris Kaltsas
Study and Evaluation of a PCB-MEMS Liquid Microflow Sensor. Sensors 10 (10) (2010)
Anastasios Petropoulos, Grigoris Kaltsas, Dimitrios Goustouridis
A novel system for displacement sensing, integrated on a plastic substrate. Microelectron. J. 40 (9) (2009)