Current Trends In Signal Processing

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Regular Issue Subscription Review Article Published on :- 06/06/2026

Multi-Parameter Biomedical Sensor-Based Mental State Classification Using EEG And Deep Learning Techniques

Asmita Sureshrao Gawande, Amita M. Tembhare, D.S.Dhote
Keywords: EEG (Electroencephalography), Mental State Classification, Multi-Parameter Biomedical Sensor System, LM35 Temperature Sensor, Pulse Sensor (Heart Rate), SpO₂ Monitoring, Convolutional Neural Network (CNN), Long Short-Term Memory (LSTM), Feature Extraction (FFT, Wavelet Transform), Wearable Healthcare System, Signal Conditioning Circuit

1-8

Regular Issue Subscription Review Article Published on :- 17/06/2026

Real-Time Edge Detection Camera Module Using Discrete Taylor Transform and Heat Equation (PDE): An Applied Mathematical Approach

M.Sirisha, K.Dasaradha Ramaiah
Keywords: Discrete Taylor Transform, Heat Equation, Signal Denoising, PDE, Real-Time Processing, Numerical Diffusion

9-14

Regular Issue Subscription Review Article Published on :- 25/06/2026

Diffusion-Based Enhancement of Low-SNR Time- Frequency Signals

Pradnya Kharde, Sunil Kharde, Jyoti Lokhande, Sangita Wamane
Keywords: DiffBIR model LSNR, Signal recovery, Time-frequency images Communication signals, Diffusion Models, Noise Suppression

15-27

Regular Issue Subscription Review Article Published on :- 05/08/2026

Neuromorphic Spiking Neural Networks and Event-Driven Hardware: Architectures, Learning Paradigms, and Experimental Realizations

Diksha Rajput, Lakshya Vijayvargiya, Anuradha
Keywords: Spiking Neural Networks, Neuromorphic Engineering, Event-Driven Computing, Low-power AI, and robotics.

39-46

Regular Issue Subscription Review Article Published on :- 05/08/2026

A Review on Social Distancing ID Card

Anand Raje, Naganath Nikam, Shubham Pawar, V.B Utpat
Keywords: Automatic Fire Extinguisher, Arduino UNO, IoT-based Monitoring, Flame Detection, Smart Safety System

28-38

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