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Angeliki Pantazi
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2020 – today
- 2024
- [j15]Axel von Arnim
, Jules Lecomte, Naima Elosegui Borras, Stanislaw Wozniak, Angeliki Pantazi
:
Dynamic event-based optical identification and communication. Frontiers Neurorobotics 18 (2024) - [j14]Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi
, Wulfram Gerstner:
Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88]. Neural Networks 169: 622 (2024) - [i13]Thomas Ortner, Horst Petschenig, Athanasios Vasilopoulos, Roland Renner, Spela Brglez, Thomas Limbacher, Enrique Piñero, Alejandro Linares Barranco, Angeliki Pantazi, Robert Legenstein:
Learning-to-learn enables rapid learning with phase-change memory-based in-memory computing. CoRR abs/2405.05141 (2024) - 2023
- [j13]Ana Stanojevic
, Stanislaw Wozniak
, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi
, Wulfram Gerstner
:
An exact mapping from ReLU networks to spiking neural networks. Neural Networks 168: 74-88 (2023) - [j12]Sandro Widmer, Marcel A. Kossel
, Giovanni Cherubini, Stanislaw Wozniak
, Pier Andrea Francese
, Ana Stanojevic
, Matthias Brändli
, Klaus Frick, Angeliki Pantazi
:
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology. IEEE Trans. Circuits Syst. II Express Briefs 70(9): 3639-3643 (2023) - [j11]Thomas Bohnstingl
, Stanislaw Wozniak
, Angeliki Pantazi
, Evangelos Eleftheriou
:
Online Spatio-Temporal Learning in Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 34(11): 8894-8908 (2023) - [c27]Thomas Ortner
, Lorenzo Pes, Joris Gentinetta, Charlotte Frenkel, Angeliki Pantazi
:
Online Spatio-Temporal Learning with Target Projection. AICAS 2023: 1-5 - [c26]Yannick Schnider
, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim
, Luca Benini, Davide Scaramuzza
, Angeliki Pantazi
:
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CVPR Workshops 2023: 4129-4138 - [i12]Axel von Arnim, Jules Lecomte, Stanislaw Wozniak, Naima Elosegui Borras, Angeliki Pantazi
:
Dynamic Event-based Optical Identification and Communication. CoRR abs/2303.07169 (2023) - [i11]Thomas Ortner, Lorenzo Pes, Joris Gentinetta, Charlotte Frenkel, Angeliki Pantazi
:
Online Spatio-Temporal Learning with Target Projection. CoRR abs/2304.05124 (2023) - [i10]Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi:
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CoRR abs/2304.07139 (2023) - [i9]Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi
, Wulfram Gerstner
:
Are training trajectories of deep single-spike and deep ReLU network equivalent? CoRR abs/2306.08744 (2023) - [i8]Matilde Tristany Farinha, Thomas Ortner, Giorgia Dellaferrera, Benjamin F. Grewe, Angeliki Pantazi
:
Efficient Biologically Plausible Adversarial Training. CoRR abs/2309.17348 (2023) - 2022
- [c25]Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi
:
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. AICAS 2022: 218-221 - [c24]Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
:
Speech Recognition Using Biologically-Inspired Neural Networks. ICASSP 2022: 6992-6996 - [c23]Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi
, Wulfram Gerstner
:
Approximating Relu Networks by Single-Spike Computation. ICIP 2022: 1901-1905 - [i7]Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi
, Evangelos Eleftheriou:
On the visual analytic intelligence of neural networks. CoRR abs/2209.14017 (2022) - [i6]Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi
, Wulfram Gerstner
:
An Exact Mapping From ReLU Networks to Spiking Neural Networks. CoRR abs/2212.12522 (2022) - 2021
- [i5]Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri, Angeliki Pantazi, Evangelos Eleftheriou:
Learning in Deep Neural Networks Using a Biologically Inspired Optimizer. CoRR abs/2104.11604 (2021) - [i4]Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi:
Towards efficient end-to-end speech recognition with biologically-inspired neural networks. CoRR abs/2110.02743 (2021) - [i3]Stanislaw Wozniak, Thomas Bohnstingl, Angeliki Pantazi:
Biologically Inspired Dynamics Enhance Deep Learning. ERCIM News 2021(125) (2021) - 2020
- [j10]Stanislaw Wozniak
, Angeliki Pantazi
, Thomas Bohnstingl
, Evangelos Eleftheriou
:
Deep learning incorporating biologically inspired neural dynamics and in-memory computing. Nat. Mach. Intell. 2(6): 325-336 (2020) - [c22]Thomas Bohnstingl, Angeliki Pantazi
, Evangelos Eleftheriou:
Accelerating Spiking Neural Networks using Memristive Crossbar Arrays. ICECS 2020: 1-4 - [i2]Thomas Bohnstingl, Stanislaw Wozniak, Wolfgang Maass, Angeliki Pantazi, Evangelos Eleftheriou:
Online spatio-temporal learning in deep neural networks. CoRR abs/2007.12723 (2020)
2010 – 2019
- 2018
- [c21]Simeon Furrer, Angeliki Pantazi
, Giovanni Cherubini, Mark A. Lantz:
Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape Media. ACC 2018: 6678-6683 - [c20]Stanislaw Wozniak, Angeliki Pantazi
, Yusuf Leblebici, Evangelos Eleftheriou:
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition. IJCNN 2018: 1-9 - [i1]Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou:
Deep Networks Incorporating Spiking Neural Dynamics. CoRR abs/1812.07040 (2018) - 2017
- [j9]Stanislaw Wozniak
, Angeliki Pantazi
, Severin Sidler
, Nikolaos Papandreou, Yusuf Leblebici, Evangelos Eleftheriou:
Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs. IEEE Trans. Circuits Syst. II Express Briefs 64-II(11): 1342-1346 (2017) - [c19]Severin Sidler
, Angeliki Pantazi
, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou:
Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns. ICANN (1) 2017: 281-288 - [c18]Stanislaw Wozniak, Angeliki Pantazi
, Yusuf Leblebici, Evangelos Eleftheriou:
Feature Learning Using Synaptic Competition in a Dynamically-Sized Neuromorphic Architecture. ICRC 2017: 1-7 - [c17]Stanislaw Wozniak, Angeliki Pantazi
, Yusuf Leblebici, Evangelos Eleftheriou:
Neuromorphic system with phase-change synapses for pattern learning and feature extraction. IJCNN 2017: 3724-3732 - 2016
- [c16]Stanislaw Wozniak, Tomas Tuma, Angeliki Pantazi
, Evangelos Eleftheriou:
Learning spatio-temporal patterns in the presence of input noise using phase-change memristors. ISCAS 2016: 365-368 - 2015
- [c15]Angeliki Pantazi
, Simeon Furrer, Hugo E. Rothuizen, Giovanni Cherubini, Jens Jelitto, Mark A. Lantz:
Nanoscale track-following for tape storage. ACC 2015: 2837-2843 - 2013
- [j8]Tomas Tuma, Angeliki Pantazi
, John Lygeros, Abu Sebastian
:
Nanopositioning With Impulsive State Multiplication: A Hybrid Control Approach. IEEE Trans. Control. Syst. Technol. 21(4): 1352-1364 (2013) - [c14]Giovanni Cherubini, Angeliki Pantazi
, Jens Jelitto:
Identification of MIMO transport systems in tape drives. AIM 2013: 597-602 - 2012
- [j7]Mark A. Lantz, Giovanni Cherubini, Angeliki Pantazi
, Jens Jelitto:
Servo-Pattern Design and Track-Following Control for Nanometer Head Positioning on Flexible Tape Media. IEEE Trans. Control. Syst. Technol. 20(2): 369-381 (2012) - [j6]Abu Sebastian
, Angeliki Pantazi
:
Nanopositioning With Multiple Sensors: A Case Study in Data Storage. IEEE Trans. Control. Syst. Technol. 20(2): 382-394 (2012) - [c13]Tomas Tuma, John Lygeros, Abu Sebastian
, Angeliki Pantazi
:
Optimal scan trajectories for high-speed scanning probe microscopy. ACC 2012: 3791-3796 - [c12]Giovanni Cherubini, Jens Jelitto, Angeliki Pantazi
:
Initial resolution of head position and skew uncertainty in control systems for flangeless tape drives. CDC 2012: 5052-5058 - [c11]Tomas Tuma, Walter Häberle, Hugo E. Rothuizen, John Lygeros, Angeliki Pantazi
, Abu Sebastian
:
A dual-stage nanopositioning approach to high-speed scanning probe microscopy. CDC 2012: 5079-5084 - 2011
- [c10]Tomas Tuma, Aggeliki Pantazi
, John Lygeros, Abu Sebastian
:
Impulsive control for nanopositioning: stability and performance. HSCC 2011: 173-180 - [c9]Nikolaos Papandreou, Haralampos Pozidis, Aggeliki Pantazi
, Abu Sebastian
, Matthew J. Breitwisch, Chung Hon Lam, Evangelos Eleftheriou:
Programming algorithms for multilevel phase-change memory. ISCAS 2011: 329-332 - 2010
- [j5]Haralampos Pozidis, Giovanni Cherubini, Aggeliki Pantazi
, Abu Sebastian
, Evangelos Eleftheriou:
Channel Modeling and Signal Processing for Probe Storage Channels. IEEE J. Sel. Areas Commun. 28(2): 143-157 (2010) - [c8]Andreas Kotsopoulos, Aggeliki Pantazi
, Theodore Antonakopoulos:
Control for high-speed archimedean spiral nanopositioning. ICECS 2010: 998-1001 - [c7]Nikolaos Papandreou, Aggeliki Pantazi
, Abu Sebastian
, Matthew J. Breitwisch, Chung Hon Lam, Haralampos Pozidis, Evangelos Eleftheriou:
Multilevel phase-change memory. ICECS 2010: 1017-1020
2000 – 2009
- 2008
- [j4]Aggeliki Pantazi
, Abu Sebastian
, Theodore Antonakopoulos
, Peter Bächtold, Anthony R. Bonaccio, Jose Bonan, Giovanni Cherubini, Michel Despont, Richard A. DiPietro, Ute Drechsler, Urs Dürig, Bernd Gotsmann
, Walter Häberle, Christoph Hagleitner, James L. Hedrick, Daniel Jubin, Armin Knoll
, Mark A. Lantz, John Pentarakis, Haralampos Pozidis, Russell C. Pratt, Hugo E. Rothuizen, Richard Stutz, Maria Varsamou, Dorothea Wiesmann, Evangelos Eleftheriou:
Probe-based ultrahigh-density storage technology. IBM J. Res. Dev. 52(4-5): 493-512 (2008) - 2007
- [j3]Angeliki Pantazi
, Abu Sebastian
, Giovanni Cherubini, Mark A. Lantz, Haralampos Pozidis, Hugo E. Rothuizen, Evangelos Eleftheriou:
Control of MEMS-Based Scanning-Probe Data-Storage Devices. IEEE Trans. Control. Syst. Technol. 15(5): 824-841 (2007) - [c6]Abu Sebastian
, Aggeliki Pantazi
, Haralampos Pozidis:
Jitter Investigation and Performance Evaluation of a Small-Scale Probe Storage Device Prototype. GLOBECOM 2007: 288-293 - 2005
- [c5]Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis:
Nanopositioning for probe storage. ACC 2005: 4181-4186 - [c4]Angeliki Pantazi
, Abu Sebastian, Haralambos Pozidis, Evangelos Eleftheriou:
Two-sensor-based H∞ control for nanopositioning in probe storage. CDC/ECC 2005: 1174-1179 - [c3]Haralampos Pozidis, Peter Bächtold, Giovanni Cherubini, Evangelos Eleftheriou, Christoph Hagleitner, Aggeliki Pantazi
, Abu Sebastian:
Signal processing for probe storage. ICASSP (5) 2005: 745-748 - 2003
- [j2]Theodore Antonakopoulos
, Alex Maniatopoulos, Aggeliki Pantazi, Vassilios Makios:
VIRUS: a pseudo-framing method for cell-based interfaces. Comput. Commun. 26(2): 165-176 (2003) - [c2]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, Urs Dürig, Bernd Gotsmann
, Daniel Jubin, Walter Häberle, Mark A. Lantz, Hugo E. Rothuizen, Richard Stutz, Peter Vettiger, Dorothea Wiesmann:
A Nanotechnology-based Approach to Data Storage. VLDB 2003: 3-7 - 2001
- [j1]Aggeliki Pantazi, Theodore Antonakopoulos
:
Equilibrium point analysis of the binary exponential backoff algorithm. Comput. Commun. 24(18): 1759-1768 (2001) - [c1]Aggeliki Pantazi, Theodore Antonakopoulos
:
Performance Analysis of 100 Mbps PACE Technology Ethernet Networks. ISCC 2001: 628-634
Coauthor Index
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