Search Results - "Garrido, Josep Soler"

Three Challenges to Secure AI Systems in the Context of AI Regulations by Hamon, Ronan, Junklewitz, Henrik, Soler Garrido, Josep, Sanchez, Ignacio

“…This article examines the interplay between artificial intelligence (AI) and cybersecurity in light of future regulatory requirements on the security of AI…”
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Documenting High-Risk AI: A European Regulatory Perspective by Hupont, Isabelle, Micheli, Marina, Delipetrev, Blagoj, Gomez, Emilia, Garrido, Josep Soler

“…This article discusses transparency obligations introduced in the Artificial Intelligence Act, the recently proposed European regulatory framework for…”
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An energy-based model for neuro-symbolic reasoning on knowledge graphs by Dold, Dominik, Garrido, Josep Soler

“…Machine learning on graph-structured data has recently become a major topic in industry and research, finding many exciting applications such as recommender…”
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Machine learning on knowledge graphs for context-aware security monitoring by Garrido, Josep Soler, Dold, Dominik, Frank, Johannes

“…Machine learning techniques are gaining attention in the context of intrusion detection due to the increasing amounts of data generated by monitoring tools, as…”
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SpikE: spike-based embeddings for multi-relational graph data by Dold, Dominik, Garrido, Josep Soler

“…Despite the recent success of reconciling spike-based coding with the error backpropagation algorithm, spiking neural networks are still mostly applied to…”
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Neuro-symbolic computing with spiking neural networks by Dold, Dominik, Garrido, Josep Soler, Chian, Victor Caceres, Hildebrandt, Marcel, Runkler, Thomas

“…Knowledge graphs are an expressive and widely used data structure due to their ability to integrate data from different domains in a sensible and…”
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The landscape of data and AI documentation approaches in the European policy context by Micheli, Marina, Hupont, Isabelle, Delipetrev, Blagoj, Soler-Garrido, Josep

“…Nowadays, Artificial Intelligence (AI) is present in all sectors of the economy. Consequently, both data-the raw material used to build AI systems- and AI have…”
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Analog MIMO detection on the basis of Belief Propagation by Soler-Garrido, Josep, Piechocki, Robert J., Maharatna, Koushik, McNamara, Darren

“…In this article we present the design of an analog detector for Multiple-Input Multiple-Output (MIMO) wireless systems, based on the well known Belief…”
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SpikE: spike-based embeddings for multi-relational graph data by Dold, Dominik, Garrido, Josep Soler

“…Despite the recent success of reconciling spike-based coding with the error backpropagation algorithm, spiking neural networks are still mostly applied to…”
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Machine learning on knowledge graphs for context-aware security monitoring by Garrido, Josep Soler, Dold, Dominik, Frank, Johannes

“…Machine learning techniques are gaining attention in the context of intrusion detection due to the increasing amounts of data generated by monitoring tools, as…”
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Interference mitigation in an LTE femtocell base station using uplink antenna selection by Soler-Garrido, Josep, Sandell, Magnus, Chin, Woon Hau

“…Antenna selection represents an attractive technique that allows to improve performance of wireless systems due to its simplicity and ease of implementation…”
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Design and Evaluation of Antenna Selection Methods for Interference Rejection Combining by Dao, Ngdoc-Dung, Soler-Garrido, Josep, Cepeda, Rafael, Sun, Yong, Chin, Woon Hau

“…Co-channel interference is one of the major factors limiting the capacity in modern cellular networks. Interference rejection combining (IRC) is an effective…”
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Implementation and evaluation of a high-performance MIMO detector for wireless LAN systems by Soler-Garrido, J., Milford, D., Sandell, M., Vetter, H.

“…This paper presents the implementation and experimental evaluation of an advanced MIMO detector for wireless LAN systems. The proposed detector architecture is…”
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Design and experimental evaluation of a low-complexity spatial combiner for LTE distributed antenna systems by Soler-Garrido, Josep, Sandell, Magnus, Tosato, Filippo, Milford, David, Ahmed, Imran

“…This article presents a distributed antenna system (DAS) architecture for small-cell base stations (BTSs), whereby cooperation between the DAS infrastructure…”
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An energy-based model for neuro-symbolic reasoning on knowledge graphs by Dold, Dominik, Garrido, Josep Soler

“…Machine learning on graph-structured data has recently become a major topic in industry and research, finding many exciting applications such as recommender…”
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Analog Implementation of a Mean Field Detector for Multiple Antenna Systems by Garrido, Josep Soler, Piechocki, Robert J.

“…In this paper we present an analog implementation of the mean-field algorithm for inference in Undirected Graphical Models (UGM). One of its numerous…”
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Documenting High-Risk AI: A European Regulatory Perspective by Hupont, Isabelle, Micheli, Marina, Delipetrev, Blagoj, Gomez, Emilia, Garrido, Josep Soler

“…This article discusses transparency obligations introduced in the Artificial Intelligence Act, the recently proposed European regulatory framework for…”
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Implementation of a reduced-lattice MIMO detector for OFDM Systems by Soler-Garrido, J., Vetter, H., Sandell, M., Milford, D., Lillie, A.

“…This paper presents a novel VLSI implementation of a MIMO detector for OFDM systems. The proposed architecture is able to perform both linear MMSE and reduced…”
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Performance of an LTE femtocell base station employing uplink antenna selection by Soler-Garrido, J., Woon Hau Chin

“…This paper presents experimental evaluation results from a practical LTE-FDD femtocell base-station employing uplink antenna switching. The effects of…”
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Experimental Evaluation of an IEEE 802.11n Wireless LAN System Employing Lattice Reduction Aided MIMO Detection by Soler-Garrido, J, Takeda, D, Egashira, Y

“…This paper presents the implementation details and experimental evaluation results of a high-performance multiple-input multiple-output (MIMO) detector for new…”
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