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README.md
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| 1 |
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---
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license: mit
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tags:
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- formal-verification
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- coq
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- threshold-logic
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- neuromorphic
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- arithmetic
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- adder
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---
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# tiny-RippleCarry2Bit-verified
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Formally verified 2-bit ripple carry adder. Chains two full adders to add two 2-bit numbers with 100% accuracy.
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## Architecture
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| Component | Value |
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|-----------|-------|
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| Inputs | 4 (a1, a0, b1, b0) |
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| Outputs | 3 (cout, s1, s0) |
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| Neurons | 8 (2 full adders × 4 neurons each) |
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| Parameters | 24 (2 full adders × 12 params each) |
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| Layers | 2 (chained full adders) |
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| Activation | Heaviside step |
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## Key Properties
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- 100% accuracy (16/16 input combinations correct)
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- Coq-proven correctness
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- Compositional construction from verified full adders
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- Produces 3-bit output (sum can be 0-6, requiring 3 bits)
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- Compatible with neuromorphic hardware
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## Circuit Structure
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```
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a1 a0 b1 b0
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| | | |
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| +--+--+ |
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| | |
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| FA0 (cin=0)
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| | |
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| s0 c0
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| | |
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+--+--+-----+
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FA1
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s1 c1
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```
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First full adder adds least significant bits (a0 + b0 + 0), producing sum bit s0 and carry c0. Second full adder adds most significant bits with the carry (a1 + b1 + c0), producing s1 and final carry cout.
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## Usage
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```python
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import torch
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from safetensors.torch import load_file
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weights = load_file('ripplecarry2bit.safetensors')
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def full_adder_sim(a, b, cin):
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sum_out = a ^ b ^ cin
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carry_out = (a & b) | (cin & (a ^ b))
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return sum_out, carry_out
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def ripple_carry_2bit(a1, a0, b1, b0):
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s0, c0 = full_adder_sim(a0, b0, 0)
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s1, cout = full_adder_sim(a1, b1, c0)
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return cout, s1, s0
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# Test
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print(ripple_carry_2bit(1, 1, 1, 0)) # 3 + 2 = 5 -> (1, 0, 1)
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print(ripple_carry_2bit(1, 0, 1, 0)) # 2 + 2 = 4 -> (1, 0, 0)
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print(ripple_carry_2bit(0, 1, 0, 1)) # 1 + 1 = 2 -> (0, 1, 0)
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```
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## Verification
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**Coq Theorem**:
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```coq
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Theorem ripple_carry_2bit_correct : forall a1 a0 b1 b0,
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ripple_carry_2bit a1 a0 b1 b0 = ripple_carry_2bit_spec a1 a0 b1 b0.
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```
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Proven axiom-free via exhaustive case analysis on all 16 input combinations.
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Full proof: [coq-circuits/Arithmetic/RippleCarry2Bit.v](https://github.com/CharlesCNorton/coq-circuits/blob/main/coq/Arithmetic/RippleCarry2Bit.v)
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## Properties
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- **Commutative**: Adding A + B equals B + A
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- **Identity**: Adding 0 preserves the value
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- **Compositional**: Built from two verified FullAdder circuits
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## Citation
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```bibtex
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@software{tiny_ripplecarry2bit_verified_2025,
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title={tiny-RippleCarry2Bit-verified: Formally Verified 2-Bit Ripple Carry Adder},
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author={Norton, Charles},
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url={https://huggingface.co/phanerozoic/tiny-RippleCarry2Bit-verified},
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year={2025}
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}
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```
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