Online Spatio-Temporal Learning in Deep Neural Networks
Bohnstingl, Thomas, Wozniak, Stanislaw, Pantazi, Angeliki, Eleftheriou, Evangelos
Published in IEEE transaction on neural networks and learning systems (01.11.2023)
Published in IEEE transaction on neural networks and learning systems (01.11.2023)
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Journal Article
All-memristive neuromorphic computing with level-tuned neurons
Pantazi, Angeliki, Wo niak, Stanis aw, Tuma, Tomas, Eleftheriou, Evangelos
Published in Nanotechnology (02.09.2016)
Published in Nanotechnology (02.09.2016)
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Journal Article
ChatGPT: Jack of all trades, master of none
Kocoń, Jan, Cichecki, Igor, Kaszyca, Oliwier, Kochanek, Mateusz, Szydło, Dominika, Baran, Joanna, Bielaniewicz, Julita, Gruza, Marcin, Janz, Arkadiusz, Kanclerz, Kamil, Kocoń, Anna, Koptyra, Bartłomiej, Mieleszczenko-Kowszewicz, Wiktoria, Miłkowski, Piotr, Oleksy, Marcin, Piasecki, Maciej, Radliński, Łukasz, Wojtasik, Konrad, Woźniak, Stanisław, Kazienko, Przemysław
Published in Information fusion (01.11.2023)
Published in Information fusion (01.11.2023)
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Journal Article
An exact mapping from ReLU networks to spiking neural networks
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in Neural networks (01.11.2023)
Published in Neural networks (01.11.2023)
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Journal Article
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology
Widmer, Sandro, Kossel, Marcel, Cherubini, Giovanni, Wozniak, Stanislaw, Francese, Pier Andrea, Stanojevic, Ana, Brandli, Matthias, Frick, Klaus, Pantazi, Angeliki
Published in IEEE transactions on circuits and systems. II, Express briefs (01.09.2023)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.09.2023)
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Journal Article
Review of advances in neural networks: Neural design technology stack
Almási, Adela-Diana, Woźniak, Stanisław, Cristea, Valentin, Leblebici, Yusuf, Engbersen, Ton
Published in Neurocomputing (Amsterdam) (22.01.2016)
Published in Neurocomputing (Amsterdam) (22.01.2016)
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Journal Article
Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs
Wozniak, Stanislaw, Pantazi, Angeliki, Sidler, Severin, Papandreou, Nikolaos, Leblebici, Yusuf, Eleftheriou, Evangelos
Published in IEEE transactions on circuits and systems. II, Express briefs (01.11.2017)
Published in IEEE transactions on circuits and systems. II, Express briefs (01.11.2017)
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Journal Article
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras
Schnider, Yannick, Wozniak, Stanislaw, Gehrig, Mathias, Lecomte, Jules, von Arnim, Axel, Benini, Luca, Scaramuzza, Davide, Pantazi, Angeliki
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
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Conference Proceeding
A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh
Jain, Shubham, Tsai, Hsinyu, Chen, Ching-Tzu, Muralidhar, Ramachandran, Boybat, Irem, Frank, Martin M., Wozniak, Stanislaw, Stanisavljevic, Milos, Adusumilli, Praneet, Narayanan, Pritish, Hosokawa, Kohji, Ishii, Masatoshi, Kumar, Arvind, Narayanan, Vijay, Burr, Geoffrey W.
Published in IEEE transactions on very large scale integration (VLSI) systems (01.01.2023)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.01.2023)
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Journal Article
High-performance deep spiking neural networks with 0.3 spikes per neuron
Stanojevic, Ana, Woźniak, Stanisław, Bellec, Guillaume, Cherubini, Giovanni, Pantazi, Angeliki, Gerstner, Wulfram
Published in Nature communications (09.08.2024)
Published in Nature communications (09.08.2024)
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Journal Article
Approximating Relu Networks by Single-Spike Computation
Stanojevic, Ana, Eleftheriou, Evangelos, Cherubini, Giovanni, Wozniak, Stanislaw, Pantazi, Angeliki, Gerstner, Wulfram
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
On the visual analytic intelligence of neural networks
Woźniak, Stanisław, Jónsson, Hlynur, Cherubini, Giovanni, Pantazi, Angeliki, Eleftheriou, Evangelos
Published in Nature communications (25.09.2023)
Published in Nature communications (25.09.2023)
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Journal Article
Speech Recognition Using Biologically-Inspired Neural Networks
Bohnstingl, Thomas, Garg, Ayush, Wozniak, Stanislaw, Saon, George, Eleftheriou, Evangelos, Pantazi, Angeliki
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding