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Deep learning incorporating biologically inspired neural dynamics and in-memory computing.

S. Wozniak, A. Pantazi, T. Bohnstingl, and E. Eleftheriou. Nat. Mach. Intell., 2 (6): 325-336 (2020)

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Petra Wozniak

Uwe Wozniak

Ernest Wozniak

Siegfried Wozniak

Günter Wozniak

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Biologically Inspired Dynamics Enhance Deep Learning.S. Wozniak, T. Bohnstingl, and A. Pantazi. ERCIM News, (2021)Deep learning incorporating biologically inspired neural dynamics and in-memory computing.S. Wozniak, A. Pantazi, T. Bohnstingl, and E. Eleftheriou. Nat. Mach. Intell., 2 (6): 325-336 (2020)Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited).H. Tsai, P. Narayanan, S. Jain, S. Ambrogio, K. Hosokawa, M. Ishii, C. Mackin, C. Chen, A. Okazaki, A. Nomura and 13 other author(s). ISCAS, page 1-5. IEEE, (2023)Online Spatio-Temporal Learning in Deep Neural Networks.T. Bohnstingl, S. Wozniak, A. Pantazi, and E. Eleftheriou. IEEE Trans. Neural Networks Learn. Syst., 34 (11): 8894-8908 (November 2023)Neuromorphic system with phase-change synapses for pattern learning and feature extraction.S. Wozniak, A. Pantazi, Y. Leblebici, and E. Eleftheriou. IJCNN, page 3724-3732. IEEE, (2017)Feature Learning Using Synaptic Competition in a Dynamically-Sized Neuromorphic Architecture.S. Wozniak, A. Pantazi, Y. Leblebici, and E. Eleftheriou. ICRC, page 1-7. IEEE, (2017)Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence.B. Peng, D. Goldstein, Q. Anthony, A. Albalak, E. Alcaide, S. Biderman, E. Cheah, X. Du, T. Ferdinan, H. Hou and 18 other author(s). CoRR, (2024)Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs.S. Wozniak, A. Pantazi, S. Sidler, N. Papandreou, Y. Leblebici, and E. Eleftheriou. IEEE Trans. Circuits Syst. II Express Briefs, 64-II (11): 1342-1346 (2017)Learning in Deep Neural Networks Using a Biologically Inspired Optimizer.G. Dellaferrera, S. Wozniak, G. Indiveri, A. Pantazi, and E. Eleftheriou. CoRR, (2021)Towards efficient end-to-end speech recognition with biologically-inspired neural networks.T. Bohnstingl, A. Garg, S. Wozniak, G. Saon, E. Eleftheriou, and A. Pantazi. CoRR, (2021)

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Disambiguation of "Wozniak, Stanislaw"

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Deep learning incorporating biologically inspired neural dynamics and in-memory computing.

Please choose a person to relate this publication to

Petra Wozniak

Uwe Wozniak

Ernest Wozniak

Siegfried Wozniak

Günter Wozniak

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Wozniak, Stanislaw"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Deep learning incorporating biologically inspired neural dynamics and in-memory computing.

Please choose a person to relate this publication to

Petra Wozniak

Uwe Wozniak

Ernest Wozniak

Siegfried Wozniak

Günter Wozniak

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
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Deep learning incorporating biologically inspired neural dynamics and in-memory computing.