25 citations · 27 across the 6 of their papers we have counts for
6 papers
Brain-Inspired Reservoir Computing Using Memristors with Tunable Dynamics and Short-Term Plasticity
Nicholas X. Armendarez, Ahmed S. Mohamed, Anurag Dhungel +3
Recent advancements in reservoir computing research have created a demand for analog devices with dynamics that can facilitate the physical implementation of reservoirs, promising…
Spike-based Neuromorphic Computing for Next-Generation Computer Vision
Md Sakib Hasan, Catherine D. Schuman, Zhongyang Zhang +2
Neuromorphic Computing promises orders of magnitude improvement in energy efficiency compared to traditional von Neumann computing paradigm. The goal is to develop an adaptive, fau…
Biomembrane-based Memcapacitive Reservoir Computing System for Energy Efficient Temporal Data Processing
Md Razuan Hossain, Ahmed Salah Mohamed, Nicholas Xavier Armendarez +2
Reservoir computing is a highly efficient machine learning framework for processing temporal data by extracting features from the input signal and mapping them into higher dimensio…
Design of a Dynamic Parameter-Controlled Chaotic-PRNG in a 65nm CMOS process
Partha Sarathi Paul, Maisha Sadia, Md Sakib Hasan
In this paper, we present the design of a new chaotic map circuit with a 65nm CMOS process. This chaotic map circuit uses a dynamic parameter-control topology and generates a wide…
Design of an Enhanced Reconfigurable Chaotic Oscillator using G4FET-NDR Based Discrete Map
Md Sakib Hasan, Aysha S. Shanta, Partha Sarathi Paul +3
In this paper, a novel chaotic map is introduced usinga voltage controlled negative differential resistance (NDR) circuitcomposed of ann-channel and ap-channel silicon-on-insulator…
A Secure Back-up and Restore for Resource-Constrained IoT based on Nanotechnology
Mesbah Uddin, Md. Badruddoja Majumder, Md. Sakib Hasan +1
With the emergence of IoT (Internet of things), huge amounts of sensitive data are being processed and transmitted everyday in edge devices with little to no security. Due to their…