Brown University Scale Lab

DRiLLS

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

la-core

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

OpenPhySyn

EDA physical synthesis optimization kit

BLASYS

An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization

DRUM

The Verilog source code for DRUM approximate multiplier.

PVTsensors

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

MTLoRA

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

ABACUS

ABACUS is a tool for approximate logic synthesis

BACS

Benchmarks for Approximate Circuit Synthesis

EDAonCloud

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

FCNiris

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

BitTrain

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

ARBench

Benchmark for Mobile Augmented Reality Applications

AdaMTL

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

MILPTune

Automatic MILP solver configuration by learning problem similarities

OpenROAD

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

Alternating-Blind-Identification

ASPENN

clusterSoCBench

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

DPC

Decentralized Power Capping tool for a cluster of servers.

image-restoration

Image Restoration Framework

scale-lab.github.io

markdown code for SCALE website

AcidBaseNetworks

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

AdaCon

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

BPI

Blind Power Identification (DATE 2017 and Sensors 2018)

CAB

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

coupled-biofilm-modeling

Coupled Biofilm Modeling

DCNN-Power-Map

Swin_MTL

Multi-Task learning model based on SWIN Transformer