Anastasios Petropoulos

Orcid: 0000-0002-9775-2158

According to our database1, Anastasios Petropoulos authored at least 19 papers between 2009 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
HERMES-Core - A 1.59-TOPS/mm<sup>2</sup> PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs.
IEEE J. Solid State Circuits, 2022

Towards an early warning system for sovereign defaults leveraging on machine learning methodologies.
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.
CoRR, 2022

A Deep Learning Approach for Dynamic Balance Sheet Stress Testing.
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.
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.
Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021

2020
Mixed-precision deep learning based on computational memory.
CoRR, 2020

Wearable Smart Health Advisors: An IMU-Enabled Posture Monitor.
IEEE Consumer Electron. Mag., 2020

Accurate Emulation of Memristive Crossbar Arrays for In-Memory Computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019
Computational memory-based inference and training of deep neural networks.
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.
Expert Syst. Appl., 2018

Accurate PCM Crosspoint Emulator and its Use on Eigenvalues Calculation.
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.
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.
Inf. Sci., 2017

A stacked generalization system for automated FOREX portfolio trading.
Expert Syst. Appl., 2017

SPoMo: IMU-based real-time sitting posture monitoring.
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.
Expert Syst. Appl., 2016

2010
Study and Evaluation of a PCB-MEMS Liquid Microflow Sensor.
Sensors, 2010

2009
A novel system for displacement sensing, integrated on a plastic substrate.
Microelectron. J., 2009


  Loading...