LATEST IN THE NEWS

December 14, 2023

Vellex Computing Completes NSF I-Corps Customer Discovery Program

Vellex Computing completed the National Science Foundation's I-Corps program through the I-Corps Mid-South Hub, conducting 125 customer discovery interviews across energy, manufacturing, and electric vehicle sectors to validate the market demand for on-device AI and real-time edge intelligence.
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September 15, 2023

Vellex Computing Pitches at 2023 PG&E Innovation Pitch Fest

Vellex Computing presented its analog computing technology at the 2023 PG&E Innovation Pitch Fest in San Ramon, California, demonstrating grid optimization applications to PG&E leaders and energy industry partners.
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June 9, 2023

Vellex Computing Co-Founder Named 2023 Activate Berkeley Fellow

Dr. Palak Jain, CEO and co-founder of Vellex Computing, was named a Cohort 2023 Activate Fellow at the Activate Berkeley Community at Lawrence Berkeley National Laboratory's Cyclotron Road, one of 46 fellows selected from a record pool of 832 applications.
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OUR BLOGS

October 1, 2025

Best AI Chips 2025: Compare GPU, TPU, FPGA, ASIC, and Analog

Meghesh Saini
Discover the ultimate guide to AI chips in 2025, comparing CPUs, GPUs, TPUs, FPGAs, ASICs, and analog processors. Learn how to boost processing performance, reduce energy costs, and choose the best chip for your AI workloads. Explore cost ranges, efficiency, and real-world applications, and understand why selecting the right AI processor can accelerate training, inference, and large-scale machine learning projects. Perfect for entrepreneurs and tech enthusiasts.
September 26, 2025

The Hidden Backbone of the Power Grid: Understanding ACOPF

Meghesh Saini
Alternating Current Optimal Power Flow (ACOPF) is a critical tool for managing electricity grids efficiently, balancing generation, transmission, and demand while minimizing costs and emissions. Beyond technical optimization, it drives business value by reducing losses, lowering energy costs, and enhancing reliability. As grids integrate renewables and face growing demand, ACOPF solutions, including AI-driven and high-performance computing approaches are essential for utilities, industrial users, and policymakers seeking resilient, sustainable, and profitable energy systems.
September 24, 2025

Analog Intelligence for the Automotive Revolution

Meghesh Saini
The automotive industry’s shift to electrification, autonomy, and software-defined vehicles demands faster, more efficient computing. Analog compute addresses power, latency, and bandwidth challenges by processing signals near the source, reducing ECU load and cost. Real-world deployments from Tesla, Toyota, Volkswagen, and Waymo show gains in battery life, motor control, and safety. Emerging in-memory and in-sensor compute promise even greater efficiency. In this blog, we talk about how Analog computing is opening new frontiers in automobiles.

OUR PUBLICATIONS

April, 2026

Automated Synthesis of Hardware-implementable Analog Circuits for Constrained Optimization

Sachin Khoja; Kamlesh Sawant; Palak Jain; Sairaj Dhople; Jason Poon
December, 2024

A hybrid-computing solution to nonlinear optimization problems

Kamlesh Sawant; Dillon Nguyen; Alex Liu; Jason Poon; Sairaj Dhople
Published in IEEE Transactions on Circuits and Systems I - Regular Papers, vol. 71, no. 12, pp. 6555-6568, Dec. 2024
May, 2022

Real-time selective harmonic minimization using a hybrid analog/digital computing method

Jason Poon; Mohit Sinha; Sairaj V. Dhople; Juan Rivas-Davila
Published in IEEE Transactions on Power Electronics, vol. 37, no. 5, pp. 5078-5088, May 2022