pykoppu 0.2.30a0

SDK for KOPPU (K-dimensional Organoid Probabilistic Processing Unit)

The world's first full-stack bio-hybrid computing architecture for massive parallel solving of k-PUBO optimization problems.

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Koppu Cloud (OaaS) · Quick Start · Architecture

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🧠 Overview

KOPPU represents a paradigm shift in non-von Neumann computing. Situated as a strategic "Middle Path" between the energy inefficiency of classical silicon bit-flipping and the decoherence fragility of quantum qubits, KOPPU leverages the intrinsic stochasticity of biological neural networks to solve NP-hard problems.

At the heart of the system is the OPU (Organoid Processing Unit), a bio-processor composed of human cerebral organoids interfaced via High-Density Multi-Electrode Arrays (HD-MEA).

By manipulating pobits (Probabilistic Organoid Bits), the system effectively searches complex energy landscapes to minimize k-PUBO (Polynomial Unconstrained Binary Optimization) Hamiltonians, offering massive parallelism at physiological temperatures.

✨ Key Features

• Bio-Hybrid Hardware: Uses living biological tissue as the primary computational substrate.
• Native k-PUBO Solver: Solves high-order polynomial optimization problems without the overhead of reduction to quadratic forms.
• Full-Stack Ecosystem: From the pykoppu Python SDK down to the BioASM machine code and the OOS (Organoid Operating System).
• OaaS (Organoid as a Service): Access real biological hardware or digital twins via the koppu.io cloud platform.
• Energy Efficient: Computes using metabolic energy, orders of magnitude more efficient than GPUs for specific stochastic tasks.

🏗️ System Architecture

The KOPPU ecosystem consists of several abstraction layers:

1. Pobit: The fundamental unit of information. A stochastic binary unit implemented by neuronal ensembles.
2. OPU: The physical cartridge containing the organoid and the MEA interface.
3. BioASM: The low-level instruction set architecture (ISA) used to control the OPU (e.g., ALC, LDJ, RUN).
4. OOS: The embedded operating system managing the real-time feedback loop.
5. pykoppu: The high-level client library for Python.

🚀 Quick Start

Installation

pip install pykoppu