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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) - [i14]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) - [i13]Oleh Kolner, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi:
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning. CoRR abs/2409.20213 (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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