no code implementations • 16 May 2024 • Rohan Reddy Kalavakonda, Junjun Huan, Peyman Dehghanzadeh, Archit Jaiswal, Soumyajit Mandal, Swarup Bhunia
This paper introduces Fusion Intelligence (FI), a bio-inspired intelligent system, where the innate sensing, intelligence and unique actuation abilities of biological organisms such as bees and ants are integrated with the computational power of Artificial Intelligence (AI).
no code implementations • 14 Jul 2023 • Davide Giacomini, Maeesha Binte Hashem, Jeremiah Suarez, Swarup Bhunia, Amit Ranjan Trivedi
Specifically, our work capitalizes on the inference mechanism of the recurrent attention model (RAM), where only a small window of input domain (glimpse) is processed in a one time step, and the outputs from multiple glimpses are combined through a hidden vector to determine the overall classification output of the problem.
no code implementations • 29 Nov 2021 • Pravin Gaikwad, Jonathan Cruz, Prabuddha Chakraborty, Swarup Bhunia, Tamzidul Hoque
We present a comprehensive framework, associated algorithms, and a tool flow for obtaining an optimal set of features, training a targeted machine learning model, detecting suspect nets, and identifying Trojan circuitry from the suspect nets.
no code implementations • 7 Jan 2021 • Prabuddha Chakraborty, Swarup Bhunia
In NS, the network structure, strength of associations, and granularity of the data adjust continuously during system operation, providing unprecedented plasticity and performance benefits.
no code implementations • 14 Sep 2020 • Prabuddha Chakraborty, Jonathan Cruz, Swarup Bhunia
For these applications, image compression commonly requires: (1) maintaining features for coarse-grain pattern recognition instead of the high-level details for human perception due to machine-to-machine communications; (2) high compression ratio that leads to improved energy and transmission efficiency; (3) large dynamic range of compression and an easy trade-off between compression factor and quality of reconstruction to accommodate a wide diversity of IoT applications as well as their time-varying energy/performance needs.
no code implementations • 21 Aug 2020 • Naren Vikram Raj Masna, Rohan Reddy Kalavakonda, Reiner Dizon, Anamika Bhuniaroy, Soumyajit Mandal, Swarup Bhunia
The application also enables a user to override the on-board control system and manually control the mist generator if necessary.
no code implementations • 27 Sep 2018 • Prabuddha Chakraborty, Jonathan Cruz, Swarup Bhunia
Obfuscation is a technique for protecting hardware intellectual property (IP) blocks against reverse engineering, piracy, and malicious modifications.
Cryptography and Security