Low power design

Designing components and systems with an emphasis on minimizing active (dynamic) and standby (static) power consumption. Increasingly this is addressed by careful logical design of the design in RTL together with companion "power intent", provided as Unified Power Format (UPF) annotation, standardized in IEEE 1801 specification.

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Reference Design
Active Project
High bandwidth expansion subsystem block diagram
SoClabs

High Bandwidth Expansion Subsystem
Competition 2024
Competition: Hardware Implementation

Battery Management System-on-chip (BMSoC) for large scale battery energy storage
Competition 2023
Competition: Hardware Implementation

Real-Time Edge AI SoC: High-Speed Low Complexity Reconfigurable-Scalable Architecture for Deep Neural Networks
Known Good Die
University of Michigan

SoC with M3 core in 3D stack solar powered sensor
Known Good Die
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Pipistrelle-4 65nm low power multi-project SoC
Collaborative
Active Project

Fused: Closed-loop Performance and Energy Simulation of Embedded Systems

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Research Area
Neuromorphic Chip Designing, VLSI architecture designing, AI/ML
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Research Scholar
 
Research Area
unconventional computing, bio-inspired fault-tolerance, design optimisation, neuromorphic hardware
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Reader (Associate Lecturer)
 
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Research Area
Neuromorphic IC Design & Hardware Acceleration of Deep Learning
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Research Scholar

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