28nm eye tracking
PI: Celine Lin (ISCA’22)
28nm 3D reconstruction
PI: Celine Lin (ISCA’23)
28nm NeRF acc.
PI: Celine Lin
28nm MRAM IMC
PI: N. Shanbhag w/ Raytheon
16nm adaptive GNN
PI: Yu Cao
40nm Transformer
PI: Priyanka Raina
28nm sparsity IMC
PI: Jae-sun Seo (CICC’24)
180nm Ferro-Cap IMC
PI: Jae-sun Seo (SSCL’24)
180nm vision sensor
PI: Jae-sun Seo & Yu Cao (ESSCIRC’23)
40nm VLIW SoC
PI: Raychowdhury w/ TSMC (ISSCC’24)
65nm beamformer
PI: Raychowdhury (VLSI’23)
28nm SRAM CIM
PI: Raychowdhury
Model-based RL for brain simulation
PI: Anca Dragan
Offline RL for dialogue agent
PI: Anca Dragan
Xpert – network circuit co-search
PI: Priya Panda (DAC’23)
Dynamic timestep SNN
PI: Priya Panda
(DAC’23, NeurIPS’23)
MINT – SNN quantization
PI: Priya Panda
(ASP-DAC’24)
Transformer quantization
PI: Priyanka Raina
NN accelerator generator
PI: Priyanka Raina
3D in-sensor computing
PI: Yu Cao
(WACV’24, AAAI’24)
Rapid DSE for LLM
PI: Tushar Krishna
LLM KV Cache compression
PI: Tushar Krishna (w/ Intel)
Automated CNN/ViT compression
PI: Jae-sun Seo
2.5D/3D benchmark
PI: Yu Cao
(ASP-DAC’24)
Event-based drone simulation
PI: Arijit Raychowdhury
(Frontiers in NeuroSci’24)
Swarm drone optimization
PI: Arijit Raychowdhury (w/ IBM)
(DAC’23, ASPLOS’24)
AutoSys reliability analysis
PI: Arijit Raychowdhury
(TCAD’23, Comm of ACM’24)
Robotic benchmarking
PI: Arijit Raychowdhury
(ICRA’24)