AyodeleFikayomi

Thank you for your advice, I will make it less technical and easier to understand. I appreciate your time taken to check it out.

and definitely i think it is great to explore other means to Ai without the pain of DL

Hi thank you for your feedback, and your project is really impressive... it's good to find like minds like yourself however to clarify the system i built is a dynamic and adaptive system focused on high-dimensional connection discovery and coherent transformations, not a static matrix pipeline. It's designed to find and adapt to structure over time, not to apply fixed transformations.

Thank you!

Hi everyone, I've released an open-source project called QuantumAccel which is built around a symbolic logic engine that transforms traditional logic gates like AND, XOR, and Toffoli into optimised quantum-inspired operations, all within a constrained mathematical space.

Features:

Ultra-fast logic compression using sparse attention

Evolving symbolic gates that simulate Hadamard, CNOT, XNOR

Memory-efficient operation (as low as 4 KB for massive input)

Reversible logic operations for feature extraction, pattern recognition, and error detection

Use Cases:

Quantum simulation

Edge AI with kilobytes of RAM

Memory compression & logic acceleration

NLP/vision feature extraction without neural nets

This is part of a larger symbolic AI framework I'm building. Would love your feedback or contributions! Let me know if you're interested in symbolic computation, quantum logic, or memory-efficient learning.

Demo benchmarks and documentation are available in the repo. Apache Licensed.