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Updated: Jul 19, 2026

Recording and Analyzing Multimodal Large-Scale Neuronal Ensemble Dynamics on CMOS-Integrated High-Density Microelectrode Array
Published on: March 8, 2024
Beam forming of ultra-wideband pulses by a complex-valued spatio-temporal multilayer neural network
Andriyan Bayu Suksmono1, Akira Hirose
1Department of Electrical Engineering, Institut Teknologi Bandung, Jl. Ganesha No. 10 Bandung, Indonesia. suksmono@ltrgm.ee.itb.ac.id
Abstract:
We present a neuro-beam former of ultra-wideband (UWB) pulses employing complex-valued spatio-temporal multilayer neural network, where complex-valued back propagation through time (CV-BPTT) is used as a learning algorithm. The system performance is evaluated with a UWB mono-cycle pulse. Simulation results in suppressing multiple UWB interferes and in steering to multiple desired UWB pulses, demonstrates the applicability of the proposed system.