Anastasios Petropoulos

According to our database, Anastasios Petropoulos authored at least 19 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, 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

IEEE J. Solid State Circuits, 2022

Towards an early warning system for sovereign defaults leveraging on machine learning methodologies.

Anastasios Petropoulos, Vasilis Siakoulis, Evangelos Stavroulakis

Intell. Syst. Account. Finance Manag., 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, 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

CoRR, 2022

A Deep Learning Approach for Dynamic Balance Sheet Stress Testing.

Anastasios Petropoulos, Vasilis Siakoulis, Konstantinos P. Panousis, Loukas Papadoulas, Sotirios Chatzis

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021

Re-constructing the interbank links using machine learning techniques. An application to the Greek interbank market.

Anastasios Petropoulos, Vasilis Siakoulis, Panagiotis Lazaris, Sotirios Chatzis

Intell. Syst. Appl., 2021

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, 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

Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

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, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou

CoRR, 2020

Wearable Smart Health Advisors: An IMU-Enabled Posture Monitor.

Anastasios Petropoulos, Dimitrios Sikeridis, Theodore Antonakopoulos

IEEE Consumer Electron. Mag., 2020

Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing.

Anastasios Petropoulos, Irem Boybat, Manuel Le Gallo, Evangelos Eleftheriou, Abu Sebastian, Theodore Antonakopoulos

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

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, Theodore Antonakopoulos, Bipin Rajendran, Manuel Le Gallo, Evangelos Eleftheriou

Proceedings of the 2019 Symposium on VLSI Circuits, Kyoto, Japan, June 9-14, 2019, 2019

2018

Forecasting stock market crisis events using deep and statistical machine learning techniques.

Sotirios P. Chatzis, Vasilis Siakoulis, Anastasios Petropoulos, Evangelos Stavroulakis, Nikos E. Vlachogiannakis

Expert Syst. Appl., 2018

Accurate PCM Crosspoint Emulator and its Use on Eigenvalues Calculation.

Anastasios Petropoulos, Theodore Antonakopoulos

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

A Versatile PCM-Based Circuits Emulator and Its Use on Implementing Linear Algebra Functions.

Anastasios Petropoulos, Theodore Antonakopoulos

Proceedings of the 21st Euromicro Conference on Digital System Design, 2018

2017

A hidden Markov model with dependence jumps for predictive modeling of multidimensional time-series.

Anastasios Petropoulos, Sotirios P. Chatzis, Stelios Xanthopoulos

Inf. Sci., 2017

A stacked generalization system for automated FOREX portfolio trading.

Anastasios Petropoulos, Sotirios P. Chatzis, Vasilis Siakoulis, Nikos E. Vlachogiannakis

Expert Syst. Appl., 2017

SPoMo: IMU-based real-time sitting posture monitoring.

Anastasios Petropoulos, Dimitrios Sikeridis, Theodore Antonakopoulos

Proceedings of the 7th IEEE International Conference on Consumer Electronics - Berlin, 2017

2016

A novel corporate credit rating system based on Student's-t hidden Markov models.

Anastasios Petropoulos, Sotirios P. Chatzis, Stylianos Z. Xanthopoulos

Expert Syst. Appl., 2016

2010

Study and Evaluation of a PCB-MEMS Liquid Microflow Sensor.

Anastasios Petropoulos, Grigoris Kaltsas

Sensors, 2010

2009

A novel system for displacement sensing, integrated on a plastic substrate.

Anastasios Petropoulos, Grigoris Kaltsas, Dimitrios Goustouridis

Microelectron. J., 2009