Tech Times

Public vs Private Cloud Deployment Models: The Strategic Decision Most Organizations Get Wrong

Learn about the differences between public vs private cloud deployment models. Understand key differences, costs, security, ...
Semiconductor Engineering

Addressing Critical Tradeoffs In NPU Design

AI/ML are driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge ...
IEEE

Optimized FPGA Implementation of the CORDIC Algorithm for a Frequency Multiplexed Readout

Abstract: The COordinate Rotation DIgital Computer (CORDIC) algorithm is widely used in FPGA-based designs for its efficient trigonometric computations. In the readout electronics of the CONCERTO ...
Semiconductor Engineering

Security Threats Converge On IoT, Industrial ICs, Physical AI

Edge devices across multiple applications share common attack vectors. Security functionality must be designed in from the ...
GitHub

Demystifying Reinforcement Learning in Agentic Reasoning

An overview of our research on agentic RL. In this work, we systematically investigate three dimensions of agentic RL: data, algorithms, and reasoning modes. Our findings reveal: Real end-to-end ...
IEEE

XPNet: Cross-FPGA Power Prediction from High Level Language Code

Abstract: Machine learning (ML) has been successfully employed to estimate power consumption for FPGAs using features derived from the results of High Level Synthesis (HLS). However, such models ...
GitHub

Post-Completion Learning for Language Models

Our code is based on open-r1, with our customized Trainer for mixed SFT+GRPO training. Some other updates focus on the white-box RL (reward function design) and post-completion training (replacement ...