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Brown University Scale Lab's Projects

abacus icon abacus

ABACUS is a tool for approximate logic synthesis

acidbasenetworks icon acidbasenetworks

Codebase and scripts from our paper: Digital circuits and neural networks based on acid-base chemistry implemented by robotic fluid handling.

adacon icon adacon

Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices

adamtl icon adamtl

AdaMTL: Adaptive Input-dependent Inference for Efficient Multi-Task Learning

arbench icon arbench

Benchmark for Mobile Augmented Reality Applications

bacs icon bacs

Benchmarks for Approximate Circuit Synthesis

bittrain icon bittrain

SEC'21: Sparse Bitmap Compression for Memory-Efficient Training onthe Edge

blasys icon blasys

An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization

bpi icon bpi

Blind Power Identification (DATE 2017 and Sensors 2018)

cab icon cab

CAB: power-Capping aware resource manager for Approximate Big data processing

clustersocbench icon clustersocbench

A set of benchmarks to stress GPGPU accelerated cluster of ARM SoCs (tested with Nvidia TX1)

dpc icon dpc

Decentralized Power Capping tool for a cluster of servers.

drills icon drills

DRiLLS: Deep Reinforcement Learning for Logic Synthesis Optimization (ASPDAC'20)

drum icon drum

The Verilog source code for DRUM approximate multiplier.

edaoncloud icon edaoncloud

Characterizing and Optimizing EDA Flows for the Cloud (DATE'2021 and TCAD)

fcniris icon fcniris

A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks

la-core icon la-core

Linear algebra accelerators for RISC-V (published in ICCD 17)

milptune icon milptune

Automatic MILP solver configuration by learning problem similarities

mtlora icon mtlora

The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning

openroad icon openroad

OpenROAD's unified application implementing an RTL-to-GDS Flow

politune icon politune

Official codebase for PoliTune: Analyzing the Impact of Data Selection and Fine-Tuning on Economic and Political Biases in Large Language Models

pvtsensors icon pvtsensors

Designs for Process-Voltage-Temperature (PVT) Sensors with MCU

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