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priyanka-raina authored Apr 3, 2024
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## Publications
**MINOTAUR: An Edge Transformer Inference and Training Accelerator with 12 MBytes On-Chip Resistive RAM and Fine-Grained Spatiotemporal Power Gating**
Kartik Prabhu, Robert M. Radway, Jeffrey Yu, Kai Bartolone, Massimo Giordano, Fabian Peddinghaus, Yonatan Urman, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Subhasish Mitra, Priyanka Raina
*IEEE Symposium on VLSI Technology & Circuits (VLSI)*, June 2024.

**Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications**
Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
*IEEE Symposium on VLSI Technology & Circuits (VLSI)*, June 2024.

**EMBER: Efficient Multiple-Bits-per-Cell Embedded RRAM Macro for High-Density Digital Storage**
Akash Levy, Luke R. Upton, Michael D. Scott, Dennis Rich, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Subhasish Mitra, Boris Murmann, Priyanka Raina
*IEEE Journal of Solid-State Circuits (JSSC)*, 2024.

**8-bit Transformer Inference and Fine-tuning for Edge Accelerators**
Jeffrey Yu, Kartik Prabhu, Yonatan Urman, Robert M. Radway, Eric Han, Priyanka Raina
*ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)*, April 2024.

**Cascade: An Application Pipelining Toolkit for Coarse-Grained Reconfigurable Arrays**
Jackson Melchert, Yuchen Mei, Kalhan Koul, Qiaoyi Liu, Mark Horowitz, Priyanka Raina
*Languages, Tools, and Techniques for Accelerator Design (LATTE) Workshop at the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)*, April 2024.

**A High-Level Synthesis Based Framework for Design Space Exploration and Generation of Neural Network Accelerators**
Kartik Prabhu, Priyanka Raina
*EMC2: Energy Efficient Machine Learning & Cognitive Computing Workshop at the ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)*, April 2024.

**FastPASE: An AI-Driven Fast PPA Speculation Engine for RTL Design Space Optimization**
Akash Levy, Joe Walston, Priyanka Raina, Stelios Diamantidis
*International Symposium on Quality Electronic Design (ISQED)*, April 2024.
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