Research output per year
Research output per year
Project Details
| Short title | eSPML |
|---|---|
| Acronym | eSPML Lab |
| Status | Finished |
| Effective start/end date | 1/10/20 → 31/12/23 |
Collaborative partners
- Johannes Kepler University Linz
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
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RISC-V based SoC Platform for Neural Network Acceleration
Rodriguez, N. D., Gigena Ivanovich, D., Villemur, M. & Julian, P., 2024, 2024 Argentine Conference on Electronics (CAE). p. 142-147 6 p.Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper
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Architecture Analysis for Symmetric Simplicial Deep Neural Networks on Chip
Rodríguez, N., Villemur, M. & Julián, P., 24 Mar 2023, 2023 57th Annual Conference on Information Sciences and Systems (CISS). p. 1-6 6 p. 10089667Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Hopfield Boosting for Out-of-Distribution Detection
Hofmann, C., Schmid, S. L., Lehner, B., Klotz, D. & Hochreiter, S., 15 Dec 2023, (Accepted/In press) NeurIPS 2023 Workshop: Associative Memory & Hopfield Networks.Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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System on Chip Testbed for Deep Neuromorphic Neural Networks
Rodriguez, N. D., Villemur, M., Klepatsch, D., Gigena Ivanovich, D. & Julian, P., 21 Jul 2023, 2023 IEEE International Symposium on Circuits and Systems (ISCAS).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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A Soft Interference Cancellation Inspired Neural Network for SC-FDE
Baumgartner, S., Lang, O. & Huemer, M., 2022, (Accepted/In press) IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) 2022.Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware
Müller-Cleve, S., Fra, V., Khacef, L., Pequeno-Zurro, A., Klepatsch, D., Forno, E., Ivanovich, D. G., Rastogi, S., Urgese, G., Zenke, F. & Bartolozzi, C., 11 Nov 2022, In: Frontiers in Neuroscience. 25 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
DL-Based Physical Tamper Attack Detection in OFDM Systems with Multiple Receiver Antennas: A Performance–Complexity Trade-Off
Dehmollaian, E., Etzlinger, B., Torres, N. B. & Springer, A., 30 Aug 2022, In: Sensors. 22, 17, p. 6547Research output: Contribution to journal › Article › peer-review
Open Access -
Embedded Processing Pipeline Exploration For Neuromorphic Event Based Perceptual Systems.
Sengupta, J. P., Villemur, M., Pouliquen, P. O., Julián, P. & Andreou, A. G., 2022, ISCAS. p. 486-490 5 p.Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Exploration of Deep Neural Networks with Symmetric Simplicial Layers for On-Satellite Earth Observation Processing
Rodriguez, N., Ratschbacher, L., Xu, C. & Julian, P., Mar 2022, Argentine Conference on Electronics. p. 31-36Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Radar Signatures based Classification under Strict System Limitations
Huber, C., Blazek, T., Xu, C., Gaich, A., Pathuri-Bhuvana, V. & Feger, R., 2 Nov 2022, 2022 56th Asilomar Conference on Signals, Systems, and Computers. p. 564-568 5 p. 10051912Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Surfing Virtual Waves to Thermal Tomography: From model- to deep learning-based reconstructions
Kovács, P., Lehner, B., Thummerer, G., Mayr, G., Burgholzer, P. & Huemer, M., Jan 2022, In: IEEE Signal Processing Magazine. 39, 1, p. 55-67Research output: Contribution to journal › Article › peer-review
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XAI and Strategy Extraction via Reward Redistribution
Dinu, M-C., Hofmarcher, M., Patil, V. P., Dorfer, M., Blies, P. M., Brandstetter, J., Arjona-Medina, J. A. & Hochreiter, S., 2022, xxAI - Beyond Explainable AI: International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers. Holzinger, A., Goebel, R., Fong, R., Moon, T., Müller, K-R. & Samek, W. (eds.). Cham, p. 177-205 29 p.Research output: Conference proceeding/Chapter in Book/Report/ › Chapter › peer-review
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A Deep Learning Approach for Network Anomaly Detection
Lehner, B., 2021Research output: Other contribution
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Architecture and Algorithm Co-Design Framework for Embedded Processors in Event-Based Cameras
Sengupta, J. P., Villemur, M., Mendat, D. R., Tognetti, G. & Andreou, A. G., 28 May 2021, 2021 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE Computer Society, p. 1-5 5 p. 9401246. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2021-May).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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A Spike-based Cellular-Neural Network Architecture for Spatiotemporal filtering
Sengupta, J. P., Villemur, M. & Andreou, A. G., 26 Mar 2021, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021. IEEE Computer Society, p. 1-6 6 p. 9400308. (2021 55th Annual Conference on Information Sciences and Systems, CISS 2021).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Deep Convolutional Network: an Event-based approach
Ivanovich, D. G., Rodríguez, N., Pasciaroni, A. & Julián, P., 12 Mar 2021, 2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021. IEEE Computer Society, p. 50-54 5 p. 9397561. (2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Efficient, event-driven feature extraction and unsupervised object tracking for embedded applications
Sengupta, J. P., Villemur, M. & Andreou, A. G., 26 Mar 2021, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021. IEEE Computer Society, p. 1-6 6 p. 9400234. (2021 55th Annual Conference on Information Sciences and Systems (CISS)).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Efficient Majority Voting in Digital Hardware.
Baumgartner, S., Huemer, M. & Lunglmayr, M., 2021Research output: Other contribution › peer-review
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Event-based hand shadow recognition with varied light intensity and background subtraction
Gigena Ivanovich, D., Xu, C. & Julian, P., 2021, 2021 Asilomar Conference on Signals, Systems, and Computers. p. 1121-1124 5 p.Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Modern Hopfield Networks for Return Decomposition for Delayed Rewards
Widrich, M., Hofmarcher, M., Patil, V. P., Bitto-Nemling, A. & Hochreiter, S., 12 Oct 2021, Deep Reinforcement Learning Workshop at Neural Information Processing Systems, 2021.Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Neural Network Based Data Estimation for Unique Word OFDM
Baumgartner, S., Bognár, G., Lang, O. & Huemer, M., 3 Nov 2021, 2021 55th Asilomar Conference on Signals, Systems, and Computers. p. 381-388 8 p. 9723229Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Neural Network Optimal UW-OFDM
Borgnár, G., Baumgartner, S., Lang, O. & Huemer, M., 3 Nov 2021, 2021 55th Asilomar Conference on Signals, Systems, and Computers. p. 389-394 6 p. 9723117Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Noise Characterization of an Event-Based Imager
Ivanovich, D. G., Vilches, G., Julián, P. & Moroni, G. F., 12 Mar 2021, 2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021. IEEE Computer Society, p. 32-39 8 p. 9397562. (2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Road Detection for Driving Applications based on Histograms
Cousseau, I., Ivanovich, D. G. & Julian, P., 11 Mar 2021, 2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021. IEEE Computer Society, p. 67-72 6 p. 9397558. (2021 Argentine Conference on Electronics - Congreso Argentino de Electronica 2021, CAE 2021).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Simplicial Computation: A Methodology to Compute Vector-vector Multiplications with Reduced Complexity
Julian, P., Villemur, M., Rodriguez, N. D. & Andreou, A. G., 2021, In: International Journal of Circuit Theory and Applications. p. 1-23Research output: Contribution to journal › Article › peer-review
Open Access -
Symmetric Simplicial Neural Networks
Rodriguez, N., Julian, P. & Villemur, M., 24 Mar 2021, 2021 55th Annual Conference on Information Sciences and Systems, CISS 2021. IEEE Computer Society, p. 1-6 6 p. 9400270. (2021 55th Annual Conference on Information Sciences and Systems, CISS 2021).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review
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Uncertainty Estimation for Deep Learning-based Thermographic Imaging
Lehner, B., Gallien, T., Kovács, P., Thummerer, G., Mayr, G., Burgholzer, P. & Huemer, M., Feb 2021, In: Sensors and Transducers Journal. 249, 2, p. 25-35Research output: Contribution to journal › Article › peer-review
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Understanding the Effects of Dataset Characteristics on Offline Reinforcement Learning
Schweighofer, K., Hofmarcher, M., Dinu, M-C., Renz, P., Bitto-Nemling, A., Patil, V. & Hochreiter, S., 12 Oct 2021.Research output: Contribution to conference (No Proceedings) › Paper › peer-review
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VPNET: Variable Projection Networks
Kovács, P., Bognár, G., Huber, C. & Huemer, M., 13 Oct 2021, In: International Journal of Neural Systems.Research output: Contribution to journal › Article › peer-review
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Align-RUDDER - Learning From Few Demonstrations by Reward Redistribution.
Patil, V. P., Hofmarcher, M., Dinu, M-C., Dorfer, M., Blies, P. M., Brandstetter, J., Arjona-Medina, J. A. & Hochreiter, S., 2020Research output: Other contribution › peer-review
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Deep learning approaches for thermographic imaging
Kovács, P., Lehner, B., Thummerer, G., Mayr, G., Burgholzer, P. & Huemer, M., 21 Oct 2020, In: Journal of Applied Physics. 128, 15, p. 155103Research output: Contribution to journal › Article › peer-review
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VPNet - Variable Projection Networks.
Kovács, P., Bognár, G., Huber, C. & Huemer, M., 18 Nov 2020Research output: Other contribution › peer-review
Open Access -
Integrated Camera and Radar Tracking using Multi-Model Cubature Kalman Filter
Bhuvana, V. P. & Huemer, M., 14 Nov 2019, 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE Computer Society, p. 1-5 5 p. 8969484. (IEEE Global Conference on Signal and Information Processing).Research output: Conference proceeding/Chapter in Book/Report/ › Conference Paper › peer-review