Search Results - "Hodtani, Ghosheh Abed"

A New Correntropy-Based Conjugate Gradient Backpropagation Algorithm for Improving Training in Neural Networks by Heravi, Ahmad Reza, Abed Hodtani, Ghosheh

“…Mean square error (MSE) is the most prominent criterion in training neural networks and has been employed in numerous learning problems. In this paper, we…”
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Information Theoretical Analysis of a New Write Channel Model for Bit-Patterned Media Recording by Ghanami, Fatemeh, Abed Hodtani, Ghosheh

“…This article proposes a write channel model with input-dependent noise, called multiplicative noise, for bit patterned media recording (BPMR). In general, for…”
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Optimized Distributed Automatic Modulation Classification in Wireless Sensor Networks Using Information Theoretic Measures by Hakimi, Saeed, Abed Hodtani, Ghosheh

“…Automatic modulation classification of digital signals is essential for intelligent communication systems. This paper addresses the distributed classification…”
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Partial feedback impact on achievable rate region in multiple‐access relay channels by Moeen Taghavi, Ehsan, Abed Hodtani, Ghosheh

“…Summary For discrete memoryless Slepian‐Wolf multiple‐access relay channel with relay‐sources feedback (SW‐MARC‐RSF), an achievable rate region via partial…”
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An achievable rate region and a capacity outer bound for 3‐user Gaussian multiple access channel with feedback by Boostanpour, Jafar, Abed Hodtani, Ghosheh

“…Summary Extension of the Ozarow capacity theorem for 2‐transmitter Gaussian multiple access channel (MAC) with feedback to the channels with more than 2…”
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Multiple Access Relay Channel With Relay-Sources Feedback by Moeen Taghavi, Ehsan, Abed Hodtani, Ghosheh

“…Feedback analysis on the rate region of multi-user channels is a problem of great importance in information and communication theory. In this paper, the…”
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A New Outer Bound for a Class of Interference Channels with a Cognitive Relay and a Certain Capacity Result by Charmchi, H., Hodtani, G. A., Nasiri-Kenari, M.

“…The interference channel with a cognitive relay is a variation of the classical two-user interference channel in which a relay aids the transmission among the…”
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Channel Parameter Estimation in the Presence of Phase Noise Based on Maximum Correntropy Criterion by Alizadeh, Amir, Pakravan, Saeid, Abed Hodtani, Ghosheh

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On information theoretical modelling of the communications between neurons and the corresponding information rate by Kalatiani, Sedighe, Hodtani, Ghosheh Abed

“…In a nervous system propagation of spikes among neurons can be interpreted as an information transmission process, where, a neural response carries information…”
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Denoising Hyperspectral Images Using an Improved SSTV Correntropy based Method in the Presence of Non-Gaussian Noise by Mohajeran, Seyed Ali, Abed Hodtani, Ghosheh

“…•Non-Gaussian noise (Poisson, Exponential, Beta and Laplace) usually exists in HSIs.•The MSE criterion in a nonlinear environment or a non-Gaussian noise is…”
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A More General Information Theoretic Study of Wireless Location Verification System by Gholami, Rozita, Hodtani, Ghosheh Abed

“…In recent years, the issue of location verification system (LVS) has received significant attention in wireless communication networks, especially in…”
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Copula-based Analysis of Physical Layer Security Performances over Correlated Rayleigh Fading Channels by Ghadi, Farshad Rostami, Hodtani, Ghosheh Abed

“…This paper studies performance analysis of physical layer security in a Rayleigh fading wiretap channel, where, the main (transmitter-to-legitimate receiver)…”
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Analysis of Side Information Impact on the Coverage Region of Wireless Wiretap Channel by Pakravan, Saeid, Hodtani, Ghosheh Abed

“…Analyzing wireless communication performances by using information-theoretic results is of practical importance. In this paper, first, an achievable secrecy…”
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Stability analysis and feedback design of a direct current–direct current power converter by vector Lyapunov function by Eskandari, Atieh, Hodtani, Ghosheh Abed

“…Summary To prove the stability of hybrid systems, where, several subsystems are in series–parallel arrangement, Vector Lyapunov functions are appropriate…”
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Performance Analysis and Optimization of NOMA With HARQ for Short Packet Communications in Massive IoT by Ghanami, Fatemeh, Hodtani, Ghosheh Abed, Vucetic, Branka, Shirvanimoghaddam, Mahyar

“…In this article, we consider the massive nonorthogonal multiple access (NOMA) with a hybrid automatic repeat request (HARQ) for short packet communications. To…”
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Robust Learning Over Multitask Adaptive Networks With Wireless Communication Links by Hajiabadi, Mojtaba, Hodtani, Ghosheh Abed, Khoshbin, Hossein

“…Recently, adaptation, optimization and learning over multitask networks with ideal communication links have been investigated in the literature. However, in…”
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Inner and outer bounding capacity region for multiple-access relay channel with non-causal side information at one encoder by Etminan, Jalil, Mohanna, Farahnaz, Abed Hodtani, Ghosheh

“…In this paper, we analyze inner and outer bounding capacity region of two-user multiple-access relay channel (MARC) with side information (SI) non-causally…”
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Robust and stable gene selection via Maximum–Minimum Correntropy Criterion by Mohammadi, Majid, Sharifi Noghabi, Hossein, Abed Hodtani, Ghosheh, Rajabi Mashhadi, Habib

“…One of the central challenges in cancer research is identifying significant genes among thousands of others on a microarray. Since preventing outbreak and…”
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NOMA Security Analysis with STAR-RIS: Investigating Coverage Region and Outage Probability by Khales, Faramarz Ajami, Abed Hodtani, Ghosheh

“…This study investigates the application of simultaneous transmission and reflection (STAR) enabled by reconfigurable intelligent surface (RIS) in the context…”
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Information-theoretic analysis of Hierarchical Temporal Memory-Spatial Pooler algorithm with a new upper bound for the standard information bottleneck method by Sanati, Shiva, Rouhani, Modjtaba, Hodtani, Ghosheh Abed

“…Hierarchical Temporal Memory (HTM) is an unsupervised algorithm in machine learning. It models several fundamental neocortical computational principles…”
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