Ioana Dogaru

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Top Venues

Publications

Radu Dogaru, Ioana Dogaru
VRES-CNN: A Tiny Convolutional Image Classifier with Versatile Choice of Hyperparameters. ECAI (2024)
Radu Dogaru, Adrian-Dumitru Mirica, Ioana Dogaru
The C-CNN model: Do we really need multiplicative synapses in convolutional neural networks? COMM (2022)
Radu Dogaru, Ioana Dogaru
LB-CNN: An Open Source Framework for Fast Training of Light Binary Convolutional Neural Networks using Chainer and Cupy. CoRR (2021)
Radu Dogaru, Ioana Dogaru
A Python Framework for Fast Modelling and Simulation of Cellular Nonlinear Networks and other Finite-difference Time-domain Systems. CSCS (2021)
Radu Dogaru, Ioana Dogaru
NL-CNN: A Resources-Constrained Deep Learning Model based on Nonlinear Convolution. CoRR (2021)
Radu Dogaru, Ioana Dogaru
A Python Framework for Fast Modelling and Simulation of Cellular Nonlinear Networks and other Finite-difference Time-domain Systems. CoRR (2021)
Radu Dogaru, Ioana Dogaru
Fast Training of Light Binary Convolutional Neural Networks using Chainer and Cupy. ECAI (2020)
Mihai Bucurica, Ioana Dogaru, Radu Dogaru
Novel Applications of Complexity Inspired RDT Transform for Low Complexity Embedded Speech Recognition in Automotive Environments. CSCS (2017)
Radu Dogaru, Ioana Dogaru
A super fast vector support classifier using novelty detection and no synaptic tuning. COMM (2016)
Radu Dogaru, Ioana Dogaru
An efficient local receptive field feature extractor for handwriting recognition. COMM (2016)
Mihai Bucurica, Ioana Dogaru, Radu Dogaru
Improving computational efficiency for implementing a sound propagation simulation environment using Python and GPU. ECAI (2016)
Radu Dogaru, Ioana Dogaru
A Low Cost High Performance Computing Platform for Cellular Nonlinear Networks Using Python for CUDA. CSCS (2015)
Mihai Bucurica, Radu Dogaru, Ioana Dogaru
A comparison of Extreme Learning Machine and Support Vector Machine classifiers. ICCP (2015)
Ioana Dogaru, Radu Dogaru
Using Python and Julia for Efficient Implementation of Natural Computing and Complexity Related Algorithms. CSCS (2015)
Radu Dogaru, Ioana Dogaru, Hyongsuk Kim
Chaotic Scan: A Low Complexity Video Transmission System for Efficiently Sending Relevant Image Features. IEEE Trans. Circuits Syst. Video Technol. 20 (2) (2010)
Radu Dogaru, Ioana Dogaru, Hyongsuk Kim
Binary Chaos Synchronization in Elementary Cellular Automata. Int. J. Bifurc. Chaos 19 (9) (2009)
Radu Dogaru, Ioana Dogaru, Manfred Glesner
Compact image compression using simplicial and ART neural systems with mixed signal implementations. ISCAS (5) (2003)