Auteurs : Wieslaw Sienko https://popups.uliege.be/3041-539x/index.php?id=1266 Publications of Auteurs Wieslaw Sienko fr 0 Robust, Chaos-Based Communication Using Neural-Networks https://popups.uliege.be/3041-539x/index.php?id=3579 This paper presents how can one generate a rich enough set of chaotic signals or random sequences with adequate, for CDMA communications, correlation properties using neural network based chaotic associative memories. Thu, 26 Sep 2024 10:04:23 +0200 Thu, 10 Oct 2024 16:33:09 +0200 https://popups.uliege.be/3041-539x/index.php?id=3579 Quantum Signal Processing via Hamiltonian Neural Networks https://popups.uliege.be/3041-539x/index.php?id=2664 We show that projectors proposed in the framework of Quantum Signal Processing can be implemented as Hamiltonian Neural Network based orthogonal filters. Moreover, such filters can be used as Universal Signal Processors. The structures of such processors rely on a family of Hurwitz-Radon matrices. To illustrate, we propose a procedure of nonlinear mapping synthesis. The problem of anticipation is reformulated as a problem of supervised learning. Thu, 29 Aug 2024 16:15:04 +0200 Tue, 08 Oct 2024 13:07:15 +0200 https://popups.uliege.be/3041-539x/index.php?id=2664 On Modeling the Quantum and Anticipatory Systems by Passive Neural Nets https://popups.uliege.be/3041-539x/index.php?id=1264 This paper presents some conjectures on modeling the quantum systems using lossless-orthogonal neural nets. Structure of these nets consists of n compatibly connected ( entangled) pairs of neurons-qubits. Wed, 10 Jul 2024 09:53:33 +0200 Mon, 07 Oct 2024 12:50:02 +0200 https://popups.uliege.be/3041-539x/index.php?id=1264