63 citations · 82 across the 15 of their papers we have counts for
4 papers · 1 filter
ASCENT: Amplifying Power Side-Channel Resilience via Learning & Monte-Carlo Tree Search
Jitendra Bhandari, Animesh Basak Chowdhury, Mohammed Nabeel +4
Power side-channel (PSC) analysis is pivotal for securing cryptographic hardware. Prior art focused on securing gate-level netlists obtained as-is from chip design automation, negl…
Scalable Test Generation to Trigger Rare Targets in High-Level Synthesizable IPs for Cloud FPGAs
Mukta Debnath, Animesh Basak Chowdhury, Debasri Saha +1
High-Level Synthesis (HLS) has transformed the development of complex Hardware IPs (HWIP) by offering abstraction and configurability through languages like SystemC/C++, particular…
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS
Matthew DeLorenzo, Animesh Basak Chowdhury, Vasudev Gohil +4
Existing large language models (LLMs) for register transfer level code generation face challenges like compilation failures and suboptimal power, performance, and area (PPA) effici…
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization
Animesh Basak Chowdhury, Marco Romanelli, Benjamin Tan +2
Logic synthesis, a pivotal stage in chip design, entails optimizing chip specifications encoded in hardware description languages like Verilog into highly efficient implementations…