NeurIPS 2025● ML / Neuro
Hierarchical attention for sub-second EEG-to-text decoding
Iyer, R. · Mehta, R. · Sheikh, I.
Read paper →
Research · 004
142 papers · 38 patents · 6 domains
Work that defends itself.
Six research domains, an open publications archive, a defended patent portfolio, and eleven industry partners we co-publish with.
- Peer-reviewed papers
- 142
- Granted patents
- 38
- Domains
- 6
- Partners
- 11
★ NeurIPS
★ ICRA
★ Nature Comms.
★ IEEE TMI
★ USENIX Sec.
★ AIAA Sci-Tech
★ CVPR
★ SIGGRAPH
★ RSS
★ ICML
★ ACL
★ CHI
★ NeurIPS
★ ICRA
★ Nature Comms.
★ IEEE TMI
★ USENIX Sec.
★ AIAA Sci-Tech
★ CVPR
★ SIGGRAPH
★ RSS
★ ICML
★ ACL
★ CHI
Output
Twelve years of public, peer-reviewed, defensible work.
Papers
0
Granted patents
0
Industry partners
0
Research domains
0
Six domains
Six benches. Six leads.
Each domain owns its bench, mentors a cohort, and ships to a peer-reviewed venue every year.
- R01
Applied ML & Decision Systems
Lead · Rohan Mehta
38
papers
- R02
Robotics & Embodied AI
Lead · Asha Verma
29
papers
- R03
Biomedical Devices & Diagnostics
Lead · Imran Sheikh
24
papers
- R04
Aerospace Propulsion & Avionics
Lead · S. Iyer
17
papers
- R05
Secure & Embedded Systems
Lead · T. Banerjee
21
papers
- R06
Edge Sensing & Telemetry
Lead · P. Nair
13
papers
Selected publications, 2025 — 2026.
6 of 142
ICRA 2025● Robotics
Compliant gripper morphologies for low-cost agricultural sorting
Khan, A. · Verma, S.
Read paper →Nature Comms.● IoT
A low-power sub-GHz mesh protocol for cold-chain telemetry
Nair, P. · Banerjee, T. · 4 others
Read paper →IEEE TMI● Biomedical
Self-supervised pretraining for retinal disease screening on portable fundus cameras
Sheikh, I. · Joshi, M.
Read paper →AIAA Sci-Tech● Propulsion
Throttleable hybrid motor for university-class sounding rockets
Rocketry Team
Read paper →USENIX Sec.● Security
Side-channel resilience in low-cost cryptographic accelerators
Banerjee, T. · Khan, A.
Read paper →Patent portfolio.
38 granted · 14 filed
| Filing | Title | Status |
|---|---|---|
| IN-2024-08821 | Modular cleanroom hood with negative-pressure swap-out filter cassette | Granted |
| IN-2024-12044 | Field-deployable PCR cartridge with self-priming microfluidics | Granted |
| WO-2025-01198 | Compliant tactile skin for low-cost robotic manipulators | PCT |
| IN-2025-04451 | Hybrid rocket motor with throttleable oxidizer injector | Granted |
| IN-2025-06013 | Low-power EEG front-end with on-device artifact rejection | Filed |
Industry collaboration