iCAS Lab

Intelligent Circuits, Architectures, and Systems (iCAS) Lab at University of South Carolina

[Molinaroli Coll. of Eng. & Computing @UofSC_CEC]

Five faculty and one staff member from the college were recently recognized for their work and dedication. The awards are based on excellence in research, teaching and service. Learn more about the award winners: https://t.co/5v1DkCGwJp

[Scipod @scipod_social]

Bridging communication gaps! Dr. Ramtin Zand unveils a hybrid AI system for real-time sign language translation, combining vision & language models for inclusivity. Explore this innovation: https://t.co/haqYIzThiG @icas_lab @ramtin_zand

[USC Graduate Student Association (GSA) @uofscgsa]

Many congratulations!!

[iCAS Lab @icas_lab]

Look who is using our Facial Expression Recognition technology!! 😍

#Cocky
#DiscoverUSC2023
@USCResearch

[Molinaroli Coll. of Eng. & Computing @UofSC_CEC]

The Computer Science & Engineering Research Symposium was held this past Friday. CEC graduate students presented their research posters to fellow students, faculty, Industrial Advisory Board members and invited guests from local businesses.

[Computer Science & E @UofSCComputer]

iCAS Lab Receives ZPRIZE Award for Zero-Knowledge Cryptography Hardware Acceleration https://t.co/kEQZc3GOV0

[Computer Science & E @UofSCComputer]

CSE Faculty Research Awards https://t.co/KmzMojnyYG

[iCAS Lab @icas_lab]

This paper explores the nature of stochasticity in #quantum #machinelearning models and examines the possibility of attaining comparable outcomes by integrating equivalent stochastic elements into classical #ML models.

[iCAS Lab @icas_lab]

Tomorrow at 10 AM PST, Joseph Lindsay will be presenting our work titled "A Novel Stochastic LSTM Model Inspired by Quantum Machine Learning" at the 24th International Symposium on Quality Electronic Design (#ISQED23).

[Catherine (Katie) Schuman @cdschuman]

The ICONS 2023 deadline has officially been extended to April 30! Learn more at our Call for Papers: https://t.co/Tj1dBmLuHN #neuromorphic

[iCAS Lab @icas_lab]

We used three various #machinelearning models - Support Vector Machine, Random Forest, and Neural Network – in combination with feature importance algorithms to identify the most significant factor contributing to a component failure.

[iCAS Lab @icas_lab]

Tomorrow, our Graduate Student, Brendan Reidy, will be presenting our work titled “Application of Machine Learning for Quality Risk Factor Analysis of Electronic Assemblies,” at the 24th International Symposium on Quality Electronic Design (#ISQED23).

[iCAS Lab @icas_lab]

The project involved close collaborations with the Component Engineering group at @JuniperNetworks to gather a dataset of more than 10 million electronic components on various PCBAs manufactured by the company.

[Melika Payvand @MelikaPayvand]

Call for paper for @icons_neuro 2023 is out!
Deadline: April 15th
Conference: August 1-3
We look forward to seeing y'all in beautiful Santa Fe!
So submit your paper! :)

[iCAS Lab @icas_lab]

Our recent paper on approximate #TPU architecture is now available in the December 2022 issue of @i_tcas journal.
👇👇👇

APTPU: Approximate Computing Based Tensor Processing Unit https://t.co/tzVl4fD40E

[iCAS Lab @icas_lab]

Our recent paper published at @IEEEJETCAS on the impacts of parasitics and noise on memristive #InMemoryComputing circuits, and how to alleviate them
👇👇👇
Xbar-Partitioning: A Practical Way for Parasitics and Noise Tolerance in Analog IMC Circuits https://t.co/PeAQtcMfQQ

[iCAS Lab @icas_lab]

Exciting news! Our lab's paper "APTPU: Approximate Computing Based Tensor Processing Unit" has been accepted in the IEEE Transactions on Circuits and Systems I. Check out the full paper here: https://t.co/LbtmsbYTfn. #approximatecomputing #machinelearning #tensorprocessing

[Neuromorphic Computing and Engineering @IOPneuromorphic]

Just after International #SignLanguageDay, Static hand gesture recognition for American sign language using #neuromorphic hardware by @Mohamma81609360, Peyton Chandarana, @blake_seekings, @sarabhendrix & @ramtin_zand from the @icas_lab is free to read at
https://t.co/2oljhj7tdc

[iCAS Lab @icas_lab]

Registration Link: https://t.co/mSmXPkZoNS

[iCAS Lab @icas_lab]

Dr. @ramtin_zand will deliver a talk on September 1st at 9:15 AM EST at Post CMOS Reconfigurable Fabrics Workshop at International Conference on Field Programmable Logic and Applications (#FPL2022).

Title of the Talk: Hybrid CMOS-Memristive FPGAs: Opportunities and Challenges